https://wiki.umiacs.umd.edu/clip/api.php?action=feedcontributions&feedformat=atom&user=Resnik 2026-04-18T19:49:03Z User contributions MediaWiki 1.43.7 https://wiki.umiacs.umd.edu/clip/index.php?title=People&diff=1268 2025-09-21T15:31:00Z

<p>Resnik: /* Researchers and Post-Docs */</p> <hr /> <div>== Faculty ==<br /> * '''[https://aiwei.me/ Wei Ai]''': Assistant Professor, College of Information and UMIACS.<br /> * '''[http://boydgraber.org/ Jordan Boyd-Graber]''': Professor, Computer Science, UMIACS, College of Information, and the Language Science Center.<br /> * '''[http://cody.bunta.in/ Cody Buntain]''': Assistant Professor, College of Information and UMIACS.<br /> * '''[http://www.cs.umd.edu/~marine/ Marine Carpuat]''': Associate Professor, Computer Science and UMIACS.<br /> * '''[http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III]''': Professor, Computer Science, Linguistics and UMIACS.<br /> * '''[http://www.umiacs.umd.edu/~nhf/ Naomi Feldman]''': Professor, Linguistics and UMIACS; Affiliate Professor, Computer Science and [https://nacs.umd.edu/ NACS].<br /> * '''[http://www.vanessafriasmartinez.org/ Vanessa Fr&amp;iacute;as Mart&amp;iacute;nez]''': Associate Professor, College of Information and UMIACS; Affiliate Associate Professor, Computer Science.<br /> * '''[https://people.cs.umass.edu/~miyyer/ Mohit Iyyer]''': Associate Professor, Computer Science and UMIACS.<br /> * '''[http://www.glue.umd.edu/~oard/ Douglas W. Oard]''': Professor, College of Information and UMIACS; Affiliate Professor, Computer Science and [https://amsc.umd.edu/academics/program-concentrations.html AMSC].<br /> * '''[http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid]''': Professor, Smith School of Business and UMIACS; Affiliate Professor, Computer Science.<br /> * '''[http://www.umiacs.umd.edu/~resnik/ Philip Resnik]''': Professor, Linguistics and UMIACS; Affiliate Professor, Computer Science.<br /> * '''[https://rudinger.github.io/ Rachel Rudinger]''': Assistant Professor, Computer Science and UMIACS.<br /> * '''[https://tianyizhou.github.io/ Tianyi Zhou]''': Assistant Professor, Computer Science and UMIACS.<br /> <br /> &lt;center&gt;[[Image:people_facpd.jpg|center|504px|x]]&lt;/center&gt;<br /> <br /> == Emeritus / Associated Faculty ==<br /> * '''[http://www.umiacs.umd.edu/~bonnie/ Bonnie J. Dorr]''': Professor Emerita, Computer Science and UMIACS. Now University of Florida Professor. [https://www.cise.ufl.edu/dorr-bonnie-j/]<br /> * '''[http://www.umiacs.umd.edu/~mharper/ Mary Harper]''': Affiliate Research Professor, Computer Science, Electrical and Computer Engineering, and UMIACS<br /> * '''[http://www.umiacs.umd.edu/~jklavans/ Judith Klavans]''': Visiting Senior Research Scientist, UMIACS<br /> * '''[http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin]''': Associate Professor, the iSchool and UMIACS, now at University of Waterloo.<br /> * '''[http://www.umiacs.umd.edu/~weinberg/ Amy Weinberg]''': Professor, Department of Linguistics and UMIACS<br /> * '''[http://lampsrv02.umiacs.umd.edu/projdb/person.php?id=2 David Doermann]''': Research Scientist, UMIACS. Now SUNY Empire Innovation Professor at Buffalo. [https://cse.buffalo.edu/~doermann/]<br /> <br /> ==Researchers and Post-Docs==<br /> * * '''[https://www.samernoureddine.com/ Samer Nour Eddine]''': Postdoc, [https://languagescience.umd.edu/ Language Science Center]<br /> <br /> ==Graduate Students==<br /> * '''[https://haozhe-an.github.io/ Haozhe An]''': Ph.D. student, Department of Computer Science<br /> * '''[https://nbalepur.github.io/ Nishant Balepur]''': Ph.D. student, Department of Computer Science<br /> * '''[https://ctbaumler.github.io/ Connor Baumler]''': Ph.D. student, Department of Computer Science<br /> * '''Calvin Bao''': Ph.D. student, Department of Computer Science<br /> * '''[https://tristaycao.github.io/ Yang Trista Cao]''': Ph.D. student, Department of Computer Science<br /> * '''[https://lilakk.github.io/ Yapei Chang]''': Ph.D. student, Department of Computer Science<br /> * '''Hiba El Oirghi''': Ph.D. student, Department of Computer Science<br /> * '''[https://mgor.info Maharshi Gor]''': Ph.D. student, Department of Computer Science<br /> * '''[https://navitagoyal.github.io/ Navita Goyal]''': Ph.D. student, Department of Computer Science<br /> * '''[https://csel.cs.colorado.edu/~fegu1724/ Fenfei Guo]''': Ph.D. student, Department of Computer Science<br /> * '''Feng Gu''': MS Student, Department of Computer Science<br /> * '''[https://www.cs.umd.edu/~hjhan/ HyoJung Han]''': Ph.D. student, Department of Computer Science<br /> * '''[http://cassidyhenry.com/ Cassidy Henry]''': Ph.D. student, Department of Linguistics<br /> * '''[https://houyu0930.github.io/ Yu (Hope) Hou]''': Ph.D. student, Department of Computer Science<br /> * '''[https://dayeonki.github.io/ Dayeon (Zoey) Ki]''': Ph.D. student, Department of Computer Science<br /> * '''[https://mungg.github.io/ Yekyung Kim]''': Ph.D. student, Department of Computer Science<br /> * '''Meiyu (Emily) Li''': Ph.D. student, iSchool<br /> * '''Zongxia Li''': Ph.D. student, Department of Computer Science<br /> * '''[https://www.linkedin.com/in/lin-yusen/ Yusen (Samuel) Lin]''': M.S. student, Department of Computer Science<br /> * '''Andr&amp;eacute;s L&amp;oacute;pez''': Ph.D. student, Department of Linguistics<br /> * '''[https://ishani-mondal.github.io/ Ishani Mondal]''': Ph.D. student, Department of Computer Science<br /> * '''[https://linguistics.umd.edu/directory/sathvik-nair Sathvik Nair]''': Ph.D. student, Department of Linguistics<br /> * '''[https://nguyentin190301.github.io/ Tin Nguyen]''': Ph.D. student, Department of Computer Science<br /> * '''Phuong (Kem) Nguyen-Le''': Ph.D. student, iSchool<br /> * '''Hillary Owusu''': Ph.D. student, Department of Computer Science<br /> * '''[https://shramay-palta.github.io/ Shramay Palta]''': Ph.D. student, Department of Computer Science<br /> * '''[https://chtmp223.github.io/ Chau Minh Pham]''': Ph.D. student, Department of Computer Science<br /> * '''[https://rishanthrajendhran.github.io/ Rishanth Rajendhran]''': Ph.D. student, Department of Computer Science<br /> * '''Kartik Ravisankar''': Ph.D. Student, Applied Mathematics &amp; Statistics, and Scientific Computation (AMSC) Program<br /> * '''[https://joselynrodriguez.com/ Joselyn Rodriguez]''': Ph.D. student, Program in Neuroscience and Cognitive Science<br /> * '''[https://scholar.google.com/citations?user=6LLPOHMAAAAJ&amp;hl=en Nate Rollings]''': Ph.D. student, Department of Computer Science<br /> * '''[https://jenna-russell.github.io/ Jenna Russell]''': Ph.D. student, Department of Computer Science<br /> * '''[https://abhilashasancheti.github.io/ Abhilasha Sancheti]''': Ph.D. student, Department of Computer Science<br /> * '''Sandra Sandoval''': Ph.D. student, Department of Computer Science<br /> * '''[https://styx97.github.io Rupak Sarkar]''': Ph.D. student, Department of Computer Science<br /> * '''[https://scholar.google.com/citations?user=hTtyZkcAAAAJ Kyle Seelman]''': Ph.D. student, Department of Computer Science<br /> * '''Annika Shankwitz''': Ph.D. student, Department of Linguistics<br /> * '''[https://orina1123.github.io/ Yow-Ting Shiue]''': Ph.D. student, Department of Computer Science<br /> * '''Anna Sotnikova''': Ph.D. student, Applied Mathematics &amp; Statistics, and Scientific Computation (AMSC) Program<br /> * '''[https://nehasrikn.github.io/ Neha Srikanth]''': Ph.D. student, Department of Computer Science<br /> * '''YooYeon Sung''': Ph.D. student, iSchool<br /> * '''[https://carmentang.net/ Carmen Tang]''': Ph.D. student, Department of Linguistics<br /> * '''Hieu Trung Tran''': Ph.D. student, Department of Computer Science<br /> * '''[https://wwongkamjan.github.io/ Wichayaporn (Joy) Wongkamjan]''': Ph.D. student, Department of Computer Science<br /> * '''[http://www.terpconnect.umd.edu/~jeffwu/ Jiahui Wu]''': Ph.D. student, iSchool<br /> * '''[https://paihengxu.github.io/ Paiheng Xu]''': Ph.D. student, Department of Computer Science<br /> * '''Xincheng Yang''': Ph.D. student, Department of Computer Science<br /> * '''Ruijie Zheng''': Ph.D. student, Department of Computer Science<br /> * '''[https://tonyzhou98.github.io/ Yuhang Zhou]''': Ph.D. student, iSchool<br /> <br /> ==Undergraduate Students==<br /> * '''[https://atreydesai.github.io/ Atrey Desai]''': Undergraduate student, Department of Computer Science<br /> * '''Eesha Kurella''': Undergraduate student, Department of Computer Science<br /> * '''Kamala Sreepada''': Undergraduate student, Department of Linguistics<br /> <br /> <br /> <br /> &lt;center&gt;[[Image:people_students.jpg|center|504px|x]]&lt;/center&gt;<br /> <br /> == CLIP Alumni ==<br /> <br /> ===Researchers and postdocs===<br /> * '''[http://www.umiacs.umd.edu/~hadi/ Hadi Amiri]''': Assistant Professor, University of Massachusetts, Lowell<br /> * '''[http://ssli.ee.washington.edu/people/amittai/index.html Amittai Axelrod]''': Research Scientist, DiDi Labs<br /> * '''[https://jbarrow.ai Joe Barrow]''': Research Scientist, Adobe Labs<br /> * '''[https://sbhattasali.github.io/ Shohini Bhattasali]''': Assistant Professor, University of Toronto<br /> * '''[http://boydgraber.org Jordan Boyd-Graber]''' (2010): Associate Professor, University of Maryland<br /> * '''[http://www.linkedin.com/in/maribromanolsen Mari Broman-Olsen]''': Senior progam manager, Natural Language Experiences, Microsoft<br /> * '''[http://www.isi.edu/~chiang/ David Chiang]''': Associate Professor, University of Notre Dame<br /> * '''[http://faculty.qu.edu.qa/telsayed/ Tamer Elsayed]''': Associate Professor, Qatar University (Qatar)<br /> * '''[http://ufal.mff.cuni.cz/petra-galuscakova/ Petra Galuscakova]''', Postdoc, University of Grenoble<br /> * '''[http://www.isical.ac.in/~utpal/ Utpal Garain]''': Associate Professor, Indian Statistical Institute (India)<br /> * '''[https://zaraharmon.github.io/ Zara Harmon]''': Postdoc, Max Planck Institute for Psycholinguistics<br /> * '''[http://www.sis.pitt.edu/~daqing/ Daqing He]''': Professor, University of Pittsburgh<br /> * '''[http://www.umiacs.umd.edu/~hollingk Kristy Hollingshead]''' (2012): Research Scientist, Florida Institute for Human &amp; Machine Cognition <br /> * '''[http://www.cs.pitt.edu/~hwa/ Rebecca Hwa]''': Professor, University of Pittsburgh (currently at NSF)<br /> * '''[http://www.mit.edu/~dajones/ Doug Jones]''': Senior Member of the Technical Staff, Lincoln Labs<br /> * '''[http://web.donga.ac.kr/yjko/ Youngjoong Ko]''': Professor, Dong A University (Korea)<br /> * '''Rebecca LaPlante''': Independent Consultant on Information Access<br /> * '''[http://faculty.washington.edu/levow/ Gina Levow]''': Associate Professor, University of Washington<br /> * '''[http://www.umiacs.umd.edu/~lijunhui/ Junhui Li]''', Associate Professor, Soochow University<br /> * '''Saif Mohammad''': Research Officer, National Research Council (Canada)<br /> * '''[http://staff.science.uva.nl/~christof/ Christof Monz]''': Associate Professor, University of Amsterdam (The Netherlands)<br /> * '''[http://www.umiacs.umd.edu/~tsmoon/ Taesun Moon]''': Researcher, IBM TJ Watson Research Center<br /> * '''[http://comminfo.rutgers.edu/directory/smuresan/index.html Smaranda Muresan]''': Research Scientist, Center for Computational Learning Systems (CCLS), and Adjunct Associate Professor, Department of Computer Science, Columbia University. <br /> * '''[http://www.umiacs.umd.edu/~jiaul/ Jiaul Paik]''', Assistant Professor, IIT Kharagpur<br /> * '''[http://thomas.schatz.cogserver.net/ Thomas Schatz]''': Maître de Conférence (Assistant Professor), Aix-Marseille University<br /> * '''[http://www.umiacs.umd.edu/~hendra/ Hendra Setiawan]''': Language Technology R&amp;D Scientist and Engineer, Apple<br /> * '''Carolyn Sheffield''': Smithsonian Institute<br /> * '''[https://researchmap.jp/tokinori?lang=en Tokinori Suzuki]<br /> * '''[http://dbs.uni-leipzig.de/en/person/andreas_thor Andreas Thor]''': University of Leipzig (Germany)<br /> * '''[http://web.ntnu.edu.tw/~samtseng/ Yuen-Hsien Tseng]''': Professor, National Taiwan Normal University (Taiwan)<br /> * '''[http://www.ldc.usb.ve/~mvidal/ Maria Esther Vidal]''': Professor, Universidad Simon Bolivar (Venezuela)<br /> * '''[http://www.umiacs.umd.edu/~ewagner/ Earl J. Wagner]''': Google<br /> * '''[http://www.williamwebber.com/ William Webber]''': Consultant, Melbourne (Australia)<br /> * '''[http://research.microsoft.com/en-us/um/people/ryenw/ Ryen White]''': Research Manager, Microsoft Cortana<br /> * '''[http://mlg.eng.cam.ac.uk/sinead/ Sinead Williamson]''' (2011): Assistant Professor, University of Texas<br /> * '''Adnan Yahya''': Professor, Birzeit University (Palestine)<br /> * '''[http://www.sis.pitt.edu/~vladimir/ Vladimir Zadorozhny]''': Associate Professor, University of Pittsburgh<br /> * '''[http://ufal.mff.cuni.cz/~zeman/en/ Daniel Zeman]''': Researcher, Charles University (Czech Republic)<br /> * '''[https://jyzhao.net/ Jieyu Zhao]''': Assistant Professor, University of Southern California<br /> <br /> ===Ph.D. Students===<br /> * '''[http://www.cs.utah.edu/~arvind/ Arvind Agarwal]''': Researcher, Xerox Research<br /> * '''[https://sweta20.github.io Sweta Agrawal]''': Postdoctoral Researcher, Instituto de Telecomunicações, Lisbon, Portugal<br /> *'''[http://www.cs.umd.edu/~nima/ Nima Asadi]'''<br /> * '''Necip Fazil Ayan''': facebook<br /> * '''[http://www.cs.umd.edu/~mossaab/ Mossaab Bagdouri]''' (2017): Walmart Labs<br /> * '''[http://www.cs.umd.edu/~kdbrant/ Kiant&amp;eacute; Brantley]''', Ph.D. Student, Department of Computer Science<br /> * '''[https://elbria.github.io Eleftheria Briakou]''': Research Scientist, Google<br /> * '''Laura Bright''' (2003): McAfee<br /> * '''[http://www.cs.ntou.edu.tw/CSWebPage/eng/teachers.php Ya-Hui Chang]''': Associate Professor, National Taiwan Ocean University, Keelung, Taiwan<br /> * '''[https://sites.google.com/site/snigdhac/ Snigdha Chaturvedi]''': Assistant Professor of Computer Science, University of North Carolina, Chapel Hill<br /> * '''Waiyian Chong''': Yuan<br /> * '''[https://www.linkedin.com/in/claudino Leonardo Claudino]''': NIH postdoc<br /> * '''[https://scholar.google.com/citations?user=y7tlR6UAAAAJ&amp;hl=en Kareem Darwish]''': aiXplain <br /> * '''[https://lhncbc.nlm.nih.gov/personnel/dina-demner-fushman Dina Demner-Fushman]''': National Library of Medicine<br /> * '''[http://www.cs.gwu.edu/people/faculty/811 Mona Diab]''': Professor, George Washington University<br /> * '''[http://www.cs.cmu.edu/~cdyer/ Chris Dyer]''': Google DeepMind<br /> * '''[http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman]''': Vice President of Research, FiscalNote<br /> * '''[http://www.ieleta.com/en/ Irene Eleta]''': Lecturer, University of the Internet (Madrid)<br /> * '''[http://cs.umd.edu/~elgohary Ahmed Elgohary]''': Researcher, Microsoft Research<br /> * '''[https://aetting.github.io/ Allyson Ettinger]''': Assistant Professor, University of Chicago<br /> * '''[https://smiledra.github.io/ Leslie (Ruolan) Famularo]''': Dolby<br /> * '''[http://legacydirs.umiacs.umd.edu/~shifeng/ Shi Feng]''': Postdoc, U Chicago / Harvard<br /> * '''Denis Filimonov''': FactSet<br /> * '''[https://www.linkedin.com/in/ning-gao-63a069a4 Ning Gao]''': Microsoft<br /> * '''[https://pranav-goel.github.io/ Pranav Goel]''': Postdoc, Northwestern<br /> * '''[https://ic4f.me/about Sergey Golitsynskiy]'''<br /> * '''[http://www.umiacs.umd.edu/~amit/ Amit Goyal]''': Yahoo! Research<br /> * '''[https://ddc.typepad.com/025431/2018/07/happy-retirement-rebecca.html Rebecca Green]''': Retired from the Library of Congress<br /> * '''Stephan Greene''': Lead Engineer for NLP, Data Science, Text Analytics at Sprinklr<br /> * '''[http://www.umiacs.umd.edu/~alvin/ Alvin Grissom II]''': Associate Professor, Haverford College<br /> * '''[http://www.cs.umd.edu/~rguerra/ Raul David Guerra]''': Ph.D. student, Department of Computer Science<br /> * '''[https://www.nizarhabash.com/ Nizar Habash]''': Professor of Computer Science, New York University Abu Dhabi<br /> * '''[http://www.cs.umd.edu/~hardisty/ Eric Hardisty]''': DoD<br /> * '''[http://www.umiacs.umd.edu/~hhe/ He He]''': Associate Professor of Computer Science, New York University<br /> * '''[http://www.cs.umd.edu/~huah/ Hua He]''': Amazon<br /> * '''[https://khitczenko.github.io/ Kasia Hitczenko]''': Visiting Assistant Professor, George Washington University<br /> * '''[https://informationscience.unt.edu/dr-lingzi-hong Lingzi Hong]''': Assistant Professor, University of North Texas<br /> * '''[https://alexanderhoyle.com Alexander Hoyle]''': Postdoc, ETH<br /> * '''[http://www.cs.umd.edu/~zqhuang/ Zhongqiang Huang]''': BBN<br /> * '''[http://www.cs.umd.edu/~changhu/ Chang Hu]''': Research Software Development Engineer, Microsoft<br /> * '''[http://www.cs.umd.edu/~ynhu Yuening Hu]''': Research Scientist, Google<br /> * '''[http://www.cs.umd.edu/~miyyer Mohit Iyyer]''': Associate Professor, University of Maryland <br /> * '''[http://www.umiacs.umd.edu/~jags/ Jagadeesh Jagarlamudi]''': Researcher, Google Research New York<br /> * '''[http://www.umiacs.umd.edu/~jiarong/ Jiarong Jiang]''': Research Scientist, Two-Sigma<br /> * '''Darsana P. Josyula'''<br /> * '''[https://n-ika.github.io/ Nika Jurov]''': Assistant Professor, University of Oregon<br /> * '''Maria Katsova''': Microsoft Research<br /> * '''Jinmook Kim''': Associate Professor, Kangnam University (Korea)<br /> * '''Okan Kolak''': Google<br /> * '''Yakov Kronrod''': Amazon<br /> * '''[http://www.umiacs.umd.edu/~abhishek/ Abhishek Kumar]''': Researcher, IBM TJ Watson Research Center<br /> * '''Grecia Lapizco'''<br /> * '''[http://www.ncbi.nlm.nih.gov/CBBresearch/Fellows/AdamLee/ Adam (Woei-Jyh) Lee]''': (2009) Postdoc Fellow, National Institutes of Health-&gt;Smith School of Business, University of Maryland<br /> * '''[https://alopez.github.io/ Adam Lopez]''': Reader, University of Edinburgh<br /> * '''Jun Luo'''<br /> * '''[http://www.desilinguist.org Nitin Madnani]''': Research Scientist, ETS<br /> * '''[https://ischool.umd.edu/about/directory/marianna-j-martindale Marianna Martindale]'''<br /> * '''[http://www1.ccls.columbia.edu/~ymarton/ Yuval Marton]''': Senior Applied Scientist, Microsoft<br /> * '''Joseph Naft'''<br /> * '''[https://scholar.google.com/citations?user=bCosyooAAAAJ&amp;hl=en Suraj Nair]''': Applied Scientist, Amazon<br /> * '''Levon Mkrtchyan'''<br /> * '''[http://khanhptnk.github.io/ Khanh Nguyen]''': Postdoc, Princeton<br /> * '''[http://www.umiacs.umd.edu/~daithang/ Thang Nguyen]'''<br /> * '''[http://www.cs.umd.edu/~vietan/ Viet-An Nguyen]''': Facebook Research<br /> * '''[http://xingniu.org/ Xing Niu]''', Research Scientist, Amazon<br /> * '''[http://www.wyomingcatholiccollege.com/about-wcc/directory/profile/index.aspx?linkid=25&amp;moduleid=19 J. Scott Olsson]''': Associate Professor, Wyoming Catholic College<br /> * '''[http://www.celese.sci.waseda.ac.jp/faculty/orita Naho Orita]''': Associate Professor, Waseda University<br /> * '''[http://www.socsci.uci.edu/~lpearl/ Lisa Pearl]''': Associate Professor, UC Irvine<br /> * '''[https://www.cs.umd.edu/people/dpeskov Denis Peskov]''': Postdoc, Princeton<br /> * '''Stacy President Hobson''': IBM<br /> * '''[https://terpconnect.umd.edu/~xinq/ Xin Qian]'''<br /> * '''[http://www.cs.umd.edu/~jinfeng/ Jinfeng Rao]''' (2018) Google AI <br /> * '''Aquia Richburg'''<br /> * '''Alejandro Rodriguez'''<br /> * '''[https://pedrorodriguez.io/ Pedro Rodriguez]''': Researcher, Meta<br /> * '''[https://ischool.umd.edu/about/directory/kristine-rogers Kristine Rogers]'''<br /> * '''Grazia Russo-Lassner''': Sr. Consultant, Natural Language AI Services AWS Professional Services<br /> * '''[https://www.cs.umd.edu/people/mfayoub Mahmoud Sayed]''': Microsoft<br /> * '''Asad Sayeed''': Universitetslektor, University of Göteborg<br /> * '''[http://www.cs.umd.edu/~sayyadi/ Hassan Sayyadi]''': Comcast<br /> * '''Wade Shen''': DARPA<br /> * '''[https://www.linkedin.com/in/han-chin-shing/ Han-Chin Shing]''': Amazon<br /> * '''Matthew Snover''': Postdoc, CUNY<br /> * '''[http://alisonmsmith.github.io/ Alison Smith]''': Researcher, DataMinr<br /> * '''Calandra Tate''': West Point<br /> * '''Scott Thomas''': Navy Research Labs<br /> * '''[https://www.craigthorburn.org/ Craig Thorburn]''': Postdoc, University of Texas Austin<br /> * '''[https://itstripp.com/ Alayo Tripp]''': Assistant Professor, University of Florida<br /> * '''[http://www.cs.umd.edu/~fture/ Ferhan Ture]''': Comcast<br /> * '''Jyothi Vinjumur''': Walmart<br /> * '''Clare Voss''': Army Research Labs<br /> * '''[http://cs.umd.edu/~yogarshi/ Yogarshi Vyas]''', Research Scientist, Amazon<br /> * '''Nate Waisbrot'''<br /> * '''[http://www.acsu.buffalo.edu/~jw254/ Jianqiang Wang]''': Associate Professor, University at Buffalo, State University of New York<br /> * '''[http://www.cs.umd.edu/~lidan/ Lidan Wang]''': Adobe<br /> * '''[http://www.cs.umd.edu/~ylwang/ Yulu Wang]'''<br /> * '''[http://www.cs.umd.edu/~wsc/ Shanchan Wu]''' (2012): HP Labs<br /> * '''[http://www.csc.lsu.edu/~wuyj/ Yejun Wu]''': Associate Professor, Louisiana State University<br /> * '''Yao Wu''' (2009): Microsoft<br /> * '''[http://terpconnect.umd.edu/~tanx/ Tan Xu]''', AT&amp;T Research<br /> * '''[http://www.cs.umd.edu/~weijia/ Weijia Xu]''': Senior Researcher, Microsoft Research<br /> * '''[https://ywwbill.github.io/ Weiwei Yang]''' (2019): Research Scientist, Facebook<br /> * '''David Zajic''': Univeristy of Maryland / CASL<br /> * '''Ke Zhai''': Researcher, Microsoft<br /> * '''[http://www.chenz.umiacs.io/ Chen Zhao]''': Postdoc, NYU<br /> <br /> ===MS Students===<br /> * '''[https://maosef.github.io/ Andrew Mao]''', DRW, Kikoff<br /> * '''David Alexander''': BBN<br /> * '''Aitziber Atutxa''': Univ of the Basque Country<br /> * '''[https://bremerman.me/ Jake Bremerman]''', Ph.D. Student, University of Southern California<br /> * '''Clara Cabezas'''<br /> * '''Jacob Devlin''': Principal A.I. Scientist, Google<br /> * '''Peter Enns''': Amazon<br /> * '''[https://www.linkedin.com/in/emily-gong-248b36125/ Emily Gong]'''<br /> * '''Ed Kenschaft''': Basis Technology<br /> * '''Govind Kothari''': eBay<br /> * '''John Morgan''': Army Research Lab<br /> * '''Jackie Nelligan'''<br /> * '''Elijah Rippeth'''<br /> * '''Gregory Sanders'''<br /> * '''[https://www.linkedin.com/in/rashmisankepally Rashmi Sankepally]''': OMD<br /> * '''Aga Skotowski''': BBN<br /> * '''Ruth Sperer'''<br /> * '''Michael Subotin''': 3M Health Information Systems<br /> * '''Ke Wu''': Google<br /> <br /> ===Undergraduate Students===<br /> * '''[https://sanderschulhoff.com/ Sander Schulhoff]: Learn Prompting<br /> * '''Saahiti Potluri''': BlackRock<br /> * '''Nhat Pham''': Meta<br /> * '''[https://naveenraman.com/ Naveen Raman]''': MPhil at University of Cambridge; PhD student at Carnegie Mellon University<br /> * '''[https://kahadze.com/ Konstantine Kahadze]''': Learn Prompting<br /> * '''[https://noviscl.github.io/#about Chenglei Si]''': PhD student at Stanford University<br /> * '''Chiebuka Ohams''': PhD student at MIT<br /> * '''Arjun Akkiraju''': Noocentric<br /> * '''Olivia Buzek''': Watson Machine Learning Engineer, IBM Watson / Alchemy API<br /> * '''Aaron Elkiss''': Univ of Michigan Libraries<br /> * '''[https://ebiquity.umbc.edu/person/html/Andrew/Fister Andrew Fister]''': Ph.D. candidate from University of Illinois - Urbana/Champaign<br /> * '''Meir Friedenberg''': PhD program in CS, Cornell<br /> * '''Ayelet Goldin''': Software Developer, PopCap Games <br /> * '''Gregory Marton''': Google Research<br /> * '''Ederlyn Lacson''': Microsoft<br /> * '''Jesse Metcalf-Burton''': PhD from University of Michigan<br /> * '''Eric Nichols''': MS student, Nara Institute of Science and Technology, Japan<br /> * '''[https://homes.cs.washington.edu/~nasmith/index.html Noah Smith]''': Professor, University of Washington<br /> * '''Jessica Stevens''': BBN<br /> * '''[https://www.linkedin.com/in/bryan-toth-7b639765 Bryan Toth]''': Epic Systems<br /> * '''Michael Wasser''': Neuranimus</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Main_Page&diff=1267 2025-09-21T15:25:44Z

<p>Resnik: </p> <hr /> <div>==Computational Linguistics and Information Processing at Maryland==<br /> <br /> The CLIP Laboratory at Maryland is engaged in designing algorithms and methods that allow computers to effectively and efficiently perform human language-related tasks, as well as using computational methods to improve our scientific understanding of the human capacity for language, and to explore heterogeneous datasets at scale. With faculty, researchers, and students spanning <br /> the '''[http://www.cs.umd.edu/ Department of Computer Science]''', the '''[http://www.ling.umd.edu/ Department of Linguistics]''',<br /> the '''[http://ischool.umd.edu/ iSchool]''', and<br /> the '''[http://www.rhsmith.umd.edu/ Robert H. Smith School of Business]''',<br /> we are a group known not only for high quality research but also intellectual diversity and the strength of our collaborations. <br /> <br /> &lt;!-- &lt;center&gt;[[Image:testudo.png|left|200px|x]]&lt;/center&gt; --&gt;<br /> We are part of the broader &lt;span class=&quot;plainlinks&quot;&gt;[http://languagescience.umd.edu/ language science]&lt;/span&gt; center at Maryland, which integrates social and biological sciences with computer science and engineering. A number of language researchers in the CLIP lab are also affiliated with the <br /> &lt;span class=&quot;plainlinks&quot;&gt;'''[https://nacs.umd.edu/ Neuroscience and Cognitive Science (NACS) program]'''&lt;/span&gt;. The lab is a part of the &lt;span class=&quot;plainlinks&quot;&gt;'''[http://umiacs.umd.edu/ University of Maryland Institute for Advanced Computer Studies (UMIACS)]'''&lt;/span&gt;, and it is <br /> located in the Brendan Iribe Center for Computer Science and Engineering. <br /> <br /> CLIP research covers major areas of computational research on language, including (but not limited to!) <br /> deep learning,<br /> human-in-the-loop machine learning,<br /> multilingual text processing and low-resource languages, <br /> [[Research#Machine_Translation|machine translation]], and<br /> computational psycholinguistics and neurolinguistics.<br /> We also study<br /> speech retrieval and<br /> cross-language information retrieval.<br /> Additional challenges include <br /> ranking and personalization,<br /> [[Research#Computational_Social_Science|computational social science]]<br /> NLP for mental health,<br /> data science for finance,<br /> data science for social good and e-discovery.<br /> <br /> For further information about the CLIP Laboratory, feel free to contact its current director, '''[https://www.cs.umd.edu/~marine/ Marine Carpuat]'''. <br /> <br /> If you're new to the lab, check out the '''[https://wiki.umiacs.umd.edu/clip/index.php/Getting_Started Getting Started Page]'''!<br /> <br /> &lt;!--<br /> OLD MATERIAL, COMMENTED OUT JULY 2017<br /> Research in machine learning focuses on latent variable models of language, approximate inference, and how to make probabilistic models understandable to users.<br /> <br /> Data management research focuses on architectures for wide area computation with heterogeneous information servers, pattern discovery from the annotated hyperlinked Web of life science resources, personalization and ranking and recommendation for social media, and event detection and monitoring.<br /> --&gt;</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Main_Page&diff=1266 2025-09-21T15:24:40Z

<p>Resnik: </p> <hr /> <div>==Computational Linguistics and Information Processing at Maryland==<br /> <br /> The CLIP Laboratory at Maryland is engaged in designing algorithms and methods that allow computers to effectively and efficiently perform human language-related tasks, as well as using computational methods to improve our scientific understanding of the human capacity for language, and to explore heterogeneous datasets at scale. With faculty, researchers, and students spanning <br /> the '''[http://www.cs.umd.edu/ Department of Computer Science]''', the '''[http://www.ling.umd.edu/ Department of Linguistics]''',<br /> the '''[http://ischool.umd.edu/ iSchool]''', and<br /> the '''[http://www.rhsmith.umd.edu/ Robert H. Smith School of Business]''',<br /> we are a group known not only for high quality research but also intellectual diversity and the strength of our collaborations. <br /> <br /> &lt;!-- &lt;center&gt;[[Image:testudo.png|left|200px|x]]&lt;/center&gt; --&gt;<br /> We are part of the broader &lt;span class=&quot;plainlinks&quot;&gt;[http://languagescience.umd.edu/ language science]&lt;/span&gt; center at Maryland, which integrates social and biological sciences with computer science and engineering. A number of language researchers in the CLIP lab are also affiliated with the <br /> &lt;span class=&quot;plainlinks&quot;&gt;'''[https://nacs.umd.edu/ Neuroscience and Cognitive Science (NACS) program]'''&lt;/span&gt;. The lab is a part of the &lt;span class=&quot;plainlinks&quot;&gt;'''[http://umiacs.umd.edu/ University of Maryland Institute for Advanced Computer Studies (UMIACS)]'''&lt;/span&gt;, and it is <br /> located in the Brendan Iribe Center for Computer Science and Engineering. <br /> <br /> CLIP research covers major areas of computational research on language, including (but not limited to!) <br /> deep learning,<br /> human-in-the-loop machine learning,<br /> multilingual text processing and low-resource languages, <br /> [[Research#Machine_Translation|machine translation]], and<br /> computational psycholinguistics.<br /> We also study<br /> speech retrieval and<br /> cross-language information retrieval.<br /> Additional challenges include <br /> ranking and personalization,<br /> [[Research#Computational_Social_Science|computational social science]]<br /> NLP for mental health,<br /> data science for finance,<br /> data science for social good and e-discovery.<br /> <br /> For further information about the CLIP Laboratory, feel free to contact its current director, '''[https://www.cs.umd.edu/~marine/ Marine Carpuat]'''. <br /> <br /> If you're new to the lab, check out the '''[https://wiki.umiacs.umd.edu/clip/index.php/Getting_Started Getting Started Page]'''!<br /> <br /> &lt;!--<br /> OLD MATERIAL, COMMENTED OUT JULY 2017<br /> Research in machine learning focuses on latent variable models of language, approximate inference, and how to make probabilistic models understandable to users.<br /> <br /> Data management research focuses on architectures for wide area computation with heterogeneous information servers, pattern discovery from the annotated hyperlinked Web of life science resources, personalization and ranking and recommendation for social media, and event detection and monitoring.<br /> --&gt;</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=People&diff=1194 2022-11-15T15:24:48Z

<p>Resnik: </p> <hr /> <div>== Faculty ==<br /> * '''[https://aiwei.me/ Wei Ai]''': Assistant Professor, iSchool and UMIACS.<br /> * '''[http://boydgraber.org/ Jordan Boyd-Graber]''': Associate Professor, Computer Science, UMIACS, the iSchool, and the Language Science Center.<br /> * '''[http://www.cs.umd.edu/~marine/ Marine Carpuat]''': Associate Professor, Computer Science and UMIACS.<br /> * '''[http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III]''': Professor, Computer Science, Linguistics and UMIACS.<br /> * '''[http://www.umiacs.umd.edu/~nhf/ Naomi Feldman]''': Associate Professor, Linguistics and UMIACS; Affiliate Associate Professor, Computer Science and [https://nacs.umd.edu/ NACS].<br /> * '''[http://www.vanessafriasmartinez.org/ Vanessa Frias-Martinez]''': Associate Professor, the iSchool and UMIACS; Affiliate Assistant Professor, Computer Science.<br /> * '''[http://www.glue.umd.edu/~oard/ Douglas W. Oard]''': Professor, iSchool and UMIACS; Affiliate Professor, Computer Science and [https://amsc.umd.edu/academics/program-concentrations.html AMSC].<br /> * '''[http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid]''': Professor, Smith School of Business and UMIACS; Affiliate Professor, Computer Science.<br /> * '''[http://www.umiacs.umd.edu/~resnik/ Philip Resnik]''': Professor, Linguistics and UMIACS; Affiliate Professor, Computer Science.<br /> * '''[https://rudinger.github.io/ Rachel Rudinger]''': Assistant Professor, Computer Science and UMIACS.<br /> <br /> &lt;center&gt;[[Image:people_facpd.jpg|center|504px|x]]&lt;/center&gt;<br /> <br /> == Emeritus / Associated Faculty ==<br /> * '''[http://www.umiacs.umd.edu/~bonnie/ Bonnie J. Dorr]''': Professor Emerita, Computer Science and UMIACS. Now University of Florida Professor. [https://www.cise.ufl.edu/dorr-bonnie-j/]<br /> * '''[http://www.umiacs.umd.edu/~mharper/ Mary Harper]''': Affiliate Research Professor, Computer Science, Electrical and Computer Engineering, and UMIACS<br /> * '''[http://www.umiacs.umd.edu/~jklavans/ Judith Klavans]''': Visiting Senior Research Scientist, UMIACS<br /> * '''[http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin]''': Associate Professor, the iSchool and UMIACS, now at University of Waterloo.<br /> * '''[http://www.umiacs.umd.edu/~weinberg/ Amy Weinberg]''': Professor, Department of Linguistics and UMIACS<br /> * '''[http://lampsrv02.umiacs.umd.edu/projdb/person.php?id=2 David Doermann]''': Research Scientist, UMIACS. Now SUNY Empire Innovation Professor at Buffalo. [https://cse.buffalo.edu/~doermann/]<br /> <br /> ==Researchers and Post-Docs==<br /> * '''[https://conf.ling.cornell.edu/sbhattasali/ Shohini Bhattasali]<br /> * '''[http://ufal.mff.cuni.cz/petra-galuscakova/ Petra Galuscakova]<br /> * '''[https://jyzhao.net/ Jieyu Zhao]'''<br /> <br /> ==Graduate Students==<br /> * '''[https://sweta20.github.io Sweta Agrawal]''': Ph.D. student, Department of Computer Science<br /> * '''[https://haozhe-an.github.io/ Haozhe An]''': Ph.D. student, Department of Computer Science<br /> * '''[https://jbarrow.ai Joe Barrow]''': Ph.D. student, Department of Computer Science<br /> * '''[https://ctbaumler.github.io/ Connor Baumler]''': Ph.D. student, Department of Computer Science<br /> * '''[https://elbria.github.io Eleftheria Briakou]''': Ph.D. student, Department of Computer Science<br /> * '''[http://ycao95.umiacs.io Yang Trista Cao]''': Ph.D. student, Department of Computer Science<br /> * '''[https://pranav-goel.github.io/ Pranav Goel]''': Ph.D. student, Department of Computer Science<br /> * '''[https://mgor.info Maharshi Gor]''': Ph.D. student, Department of Computer Science<br /> * '''[https://navitagoyal.github.io/ Navita Goyal]''': Ph.D. student, Department of Computer Science<br /> * '''[https://csel.cs.colorado.edu/~fegu1724/ Fenfei Guo]''': Ph.D. student, Department of Computer Science<br /> * '''[https://www.cs.umd.edu/~hjhan/ HyoJung Han]''': Ph.D. student, Department of Computer Science<br /> * '''[http://cassidyhenry.com/ Cassidy Henry]''': Ph.D. student, Department of Linguistics<br /> * '''[https://alexanderhoyle.com Alexander Hoyle]''': Ph.D. student, Department of Computer Science<br /> * '''[https://n-ika.github.io/ Nika Jurov]''': Ph.D. student, Department of Linguistics<br /> * '''[https://smiledra.github.io/ Leslie (Ruolan) Li]''': Ph.D. student, Program in Neuroscience and Cognitive Science<br /> * '''[https://www.linkedin.com/in/lin-yusen/ Yusen (Samuel) Lin]''': M.S. student, Department of Computer Science<br /> * '''[https://ischool.umd.edu/about/directory/marianna-j-martindale Marianna Martindale]''': Ph.D. student, iSchool<br /> * '''Ishani Mondal''': Ph.D. student, Department of Computer Science<br /> * '''[http://www.umiacs.umd.edu/~srnair Suraj Nair]''': Ph.D. student, Department of Computer Science<br /> * '''[https://linguistics.umd.edu/directory/sathvik-nair Sathvik Nair]''': Ph.D. student, Department of Linguistics<br /> * '''Tin Nguyen''': Ph.D. student, Department of Computer Science<br /> * '''[https://shramay-palta.github.io/ Shramay Palta]''': Ph.D. student, Department of Computer Science<br /> * '''[https://terpconnect.umd.edu/~xinq/ Xin Qian]''': Ph.D. Student, iSchool<br /> * '''Aquia Richburg''': Ph.D. student, Applied Mathematics &amp; Statistics, and Scientific Computation (AMSC) Program<br /> * '''[https://erip.github.io/ Elijah Rippeth]''': Ph.D. student, Department of Computer Science<br /> * '''[https://joselynrodriguez.com/ Joselyn Rodriguez]''': Ph.D. student, Program in Neuroscience and Cognitive Science<br /> * '''[https://ischool.umd.edu/about/directory/kristine-rogers Kristine Rogers]''': Ph.D. student, iSchool<br /> * '''[https://abhilashasancheti.github.io/ Abhilasha Sancheti]''': Ph.D. student, Department of Computer Science<br /> * '''Sandra Sandoval''': Ph.D. student, Department of Computer Science<br /> * '''[https://scholar.google.com/citations?user=hTtyZkcAAAAJ Kyle Seelman]''': Ph.D. student, Department of Computer Science<br /> * '''[https://orina1123.github.io/ Yow-Ting Shiue]''': Ph.D. student, Department of Computer Science<br /> * '''Anna Sotnikova''': Ph.D. student, Applied Mathematics &amp; Statistics, and Scientific Computation (AMSC) Program<br /> * '''[https://nehasrikn.github.io/ Neha Srikanth]''': Ph.D. student, Department of Computer Science<br /> * '''YooYeon Sung''': Ph.D. student, iSchool<br /> * '''[https://www.craigthorburn.com/ Craig Thorburn]''': Ph.D. student, Department of Linguistics<br /> * '''[http://www.terpconnect.umd.edu/~jeffwu/ Jiahui Wu]''': Ph.D. student, iSchool<br /> * '''[https://paihengxu.github.io/ Paiheng Xu]''': Ph.D. student, Department of Computer Science<br /> * '''[http://www.cs.umd.edu/~weijia/ Weijia Xu]''': Ph.D. student, Department of Computer Science<br /> * '''[https://www.linkedin.com/in/cathvoilet Lingjun Zhao]''': Ph.D. student, Department of Computer Science<br /> * '''Ruijie Zheng''': Ph.D. student, Department of Computer Science<br /> * '''[https://tonyzhou98.github.io/ Yuhang Zhou]''': Ph.D. student, iSchool<br /> <br /> &lt;center&gt;[[Image:people_students.jpg|center|504px|x]]&lt;/center&gt;<br /> <br /> == CLIP Alumni ==<br /> <br /> ===Researchers and postdocs===<br /> * '''[http://www.umiacs.umd.edu/~hadi/ Hadi Amiri]''': Assistant Professor, University of Massachusetts, Lowell<br /> * '''[http://ssli.ee.washington.edu/people/amittai/index.html Amittai Axelrod]''': Research Scientist, DiDi Labs<br /> * '''[http://boydgraber.org Jordan Boyd-Graber]''' (2010): Associate Professor, University of Maryland<br /> * '''[http://www.linkedin.com/in/maribromanolsen Mari Broman-Olsen]''': Senior progam manager, Natural Language Experiences, Microsoft<br /> * '''[http://www.isi.edu/~chiang/ David Chiang]''': Associate Professor, University of Notre Dame<br /> * '''[http://faculty.qu.edu.qa/telsayed/ Tamer Elsayed]''': Associate Professor, Qatar University (Qatar)<br /> * '''[http://www.isical.ac.in/~utpal/ Utpal Garain]''': Associate Professor, Indian Statistical Institute (India)<br /> * '''[https://zaraharmon.github.io/ Zara Harmon]''': Postdoc, University of Iowa<br /> * '''[http://www.sis.pitt.edu/~daqing/ Daqing He]''': Professor, University of Pittsburgh<br /> * '''[http://www.umiacs.umd.edu/~hollingk Kristy Hollingshead]''' (2012): Research Scientist, Florida Institute for Human &amp; Machine Cognition <br /> * '''[http://www.cs.pitt.edu/~hwa/ Rebecca Hwa]''': Professor, University of Pittsburgh (currently at NSF)<br /> * '''[http://www.mit.edu/~dajones/ Doug Jones]''': Senior Member of the Technical Staff, Lincoln Labs<br /> * '''[http://web.donga.ac.kr/yjko/ Youngjoong Ko]''': Professor, Dong A University (Korea)<br /> * '''Rebecca LaPlante''': Independent Consultant on Information Access<br /> * '''[http://faculty.washington.edu/levow/ Gina Levow]''': Associate Professor, University of Washington<br /> * '''[http://www.umiacs.umd.edu/~lijunhui/ Junhui Li]''', Associate Professor, Soochow University<br /> * '''Saif Mohammad''': Research Officer, National Research Council (Canada)<br /> * '''[http://staff.science.uva.nl/~christof/ Christof Monz]''': Associate Professor, University of Amsterdam (The Netherlands)<br /> * '''[http://www.umiacs.umd.edu/~tsmoon/ Taesun Moon]''': Researcher, IBM TJ Watson Research Center<br /> * '''[http://comminfo.rutgers.edu/directory/smuresan/index.html Smaranda Muresan]''': Research Scientist, Center for Computational Learning Systems (CCLS), and Adjunct Associate Professor, Department of Computer Science, Columbia University. <br /> * '''[http://www.umiacs.umd.edu/~jiaul/ Jiaul Paik]''', Assistant Professor, IIT Kharagpur<br /> * '''[http://thomas.schatz.cogserver.net/ Thomas Schatz]''': Maître de Conférence (Assistant Professor), Aix-Marseille University<br /> * '''[http://www.umiacs.umd.edu/~hendra/ Hendra Setiawan]''': Language Technology R&amp;D Scientist and Engineer, Apple<br /> * '''Carolyn Sheffield''': Smithsonian Institute<br /> * '''[http://alisonmsmith.github.io/ Alison Smith]'''<br /> * '''[http://dbs.uni-leipzig.de/en/person/andreas_thor Andreas Thor]''': University of Leipzig (Germany)<br /> * '''[http://web.ntnu.edu.tw/~samtseng/ Yuen-Hsien Tseng]''': Professor, National Taiwan Normal University (Taiwan)<br /> * '''[http://www.ldc.usb.ve/~mvidal/ Maria Esther Vidal]''': Professor, Universidad Simon Bolivar (Venezuela)<br /> * '''[http://www.umiacs.umd.edu/~ewagner/ Earl J. Wagner]''': Google<br /> * '''[http://www.williamwebber.com/ William Webber]''': Consultant, Melbourne (Australia)<br /> * '''[http://research.microsoft.com/en-us/um/people/ryenw/ Ryen White]''': Research Manager, Microsoft Cortana<br /> * '''[http://mlg.eng.cam.ac.uk/sinead/ Sinead Williamson]''' (2011): Assistant Professor, University of Texas<br /> * '''Adnan Yahya''': Professor, Birzeit University (Palestine)<br /> * '''[http://www.sis.pitt.edu/~vladimir/ Vladimir Zadorozhny]''': Associate Professor, University of Pittsburgh<br /> * '''[http://ufal.mff.cuni.cz/~zeman/en/ Daniel Zeman]''': Researcher, Charles University (Czech Republic)<br /> <br /> ===Ph.D. Students===<br /> * '''[http://www.cs.utah.edu/~arvind/ Arvind Agarwal]''': Researcher, Xerox Research<br /> *'''[http://www.cs.umd.edu/~nima/ Nima Asadi]'''<br /> * '''Necip Fazil Ayan''': facebook<br /> * '''[http://www.cs.umd.edu/~mossaab/ Mossaab Bagdouri]''' (2017): Walmart Labs<br /> * '''[http://www.cs.umd.edu/~kdbrant/ Kiant&amp;eacute; Brantley]''', Ph.D. Student, Department of Computer Science<br /> * '''Laura Bright''' (2003): McAfee<br /> * '''[http://www.cs.ntou.edu.tw/CSWebPage/eng/teachers.php Ya-Hui Chang]''': Associate Professor, National Taiwan Ocean University, Keelung, Taiwan<br /> * '''[https://sites.google.com/site/snigdhac/ Snigdha Chaturvedi]''': Assistant Professor of Computer Science, University of North Carolina, Chapel Hill<br /> * '''Waiyian Chong''': Yuan<br /> * '''[https://www.linkedin.com/in/claudino Leonardo Claudino]''': NIH postdoc<br /> * '''[http://www.qcri.qa/kareem-darwish/ Kareem Darwish]''': Qatar Computing Research Institute (Qatar) <br /> * '''[https://lhncbc.nlm.nih.gov/personnel/dina-demner-fushman Dina Demner-Fushman]''': National Library of Medicine<br /> * '''[http://www.cs.gwu.edu/people/faculty/811 Mona Diab]''': Professor, George Washington University<br /> * '''[http://www.cs.cmu.edu/~cdyer/ Chris Dyer]''': Google DeepMind<br /> * '''[http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman]''': Vice President of Research, FiscalNote<br /> * '''[http://www.ieleta.com/en/ Irene Eleta]''': Lecturer, University of the Internet (Madrid)<br /> * '''[http://cs.umd.edu/~elgohary Ahmed Elgohary]''': Researcher, Microsoft Research<br /> * '''[https://aetting.github.io/ Allyson Ettinger]''': Assistant Professor, University of Chicago<br /> * '''[http://legacydirs.umiacs.umd.edu/~shifeng/ Shi Feng]''': Postdoc, U Chicago / Harvard<br /> * '''Denis Filimonov''': FactSet<br /> * '''[https://www.linkedin.com/in/ning-gao-63a069a4 Ning Gao]''': Microsoft<br /> * '''[https://ic4f.me/about Sergey Golitsynskiy]'''<br /> * '''[http://www.umiacs.umd.edu/~amit/ Amit Goyal]''': Yahoo! Research<br /> * '''[https://ddc.typepad.com/025431/2018/07/happy-retirement-rebecca.html Rebecca Green]''': Retired from the Library of Congress<br /> * '''Stephan Greene''': Lead Engineer for NLP, Data Science, Text Analytics at Sprinklr<br /> * '''[http://www.umiacs.umd.edu/~alvin/ Alvin Grissom II]''': Assistant Professor, Haverford College<br /> * '''[http://www.cs.umd.edu/~rguerra/ Raul David Guerra]''': Ph.D. student, Department of Computer Science<br /> * '''[https://www.nizarhabash.com/ Nizar Habash]''': Professor of Computer Science, New York University Abu Dhabi<br /> * '''[http://www.cs.umd.edu/~hardisty/ Eric Hardisty]''': DoD<br /> * '''[http://www.umiacs.umd.edu/~hhe/ He He]''': Assistant Professor of Computer Science, New York University<br /> * '''[http://www.cs.umd.edu/~huah/ Hua He]''': Amazon<br /> * '''[https://khitczenko.github.io/ Kasia Hitczenko]''': Postdoc, Northwestern University<br /> * '''[https://informationscience.unt.edu/dr-lingzi-hong Lingzi Hong]''': Assistant Professor, University of North Texas<br /> * '''[http://www.cs.umd.edu/~zqhuang/ Zhongqiang Huang]''': BBN<br /> * '''[http://www.cs.umd.edu/~changhu/ Chang Hu]''': Research Software Development Engineer, Microsoft<br /> * '''[http://www.cs.umd.edu/~ynhu Yuening Hu]''': Research Scientist, Google<br /> * '''[http://www.cs.umd.edu/~miyyer Mohit Iyyer]''': Assistant Professor, University of Massachusetts <br /> * '''[http://www.umiacs.umd.edu/~jags/ Jagadeesh Jagarlamudi]''': Researcher, Google Research New York<br /> * '''[http://www.umiacs.umd.edu/~jiarong/ Jiarong Jiang]''': Research Scientist, Two-Sigma<br /> * '''Darsana P. Josyula'''<br /> * '''Maria Katsova''': Microsoft Research<br /> * '''Jinmook Kim''': Associate Professor, Kangnam University (Korea)<br /> * '''Okan Kolak''': Google<br /> * '''Yakov Kronrod''': Amazon<br /> * '''[http://www.umiacs.umd.edu/~abhishek/ Abhishek Kumar]''': Researcher, IBM TJ Watson Research Center<br /> * '''Grecia Lapizco'''<br /> * '''[http://www.ncbi.nlm.nih.gov/CBBresearch/Fellows/AdamLee/ Adam (Woei-Jyh) Lee]''': (2009) Postdoc Fellow, National Institutes of Health-&gt;Smith School of Business, University of Maryland<br /> * '''[https://alopez.github.io/ Adam Lopez]''': Reader, University of Edinburgh<br /> * '''Jun Luo'''<br /> * '''[http://www.desilinguist.org Nitin Madnani]''': Research Scientist, ETS<br /> * '''[http://www1.ccls.columbia.edu/~ymarton/ Yuval Marton]''': Senior Applied Scientist, Microsoft<br /> * '''Joseph Naft'''<br /> * '''Levon Mkrtchyan'''<br /> * '''[http://khanhptnk.github.io/ Khanh Nguyen]''': Postdoc, Princeton<br /> * '''[http://www.umiacs.umd.edu/~daithang/ Thang Nguyen]'''<br /> * '''[http://www.cs.umd.edu/~vietan/ Viet-An Nguyen]''': Facebook Research<br /> * '''[http://xingniu.org/ Xing Niu]''', Research Scientist, Amazon<br /> * '''[http://www.wyomingcatholiccollege.com/about-wcc/directory/profile/index.aspx?linkid=25&amp;moduleid=19 J. Scott Olsson]''': Associate Professor, Wyoming Catholic College<br /> * '''[http://www.celese.sci.waseda.ac.jp/faculty/orita Naho Orita]''': Associate Professor, Waseda University<br /> * '''[http://www.socsci.uci.edu/~lpearl/ Lisa Pearl]''': Associate Professor, UC Irvine<br /> * '''[https://www.cs.umd.edu/people/dpeskov Denis Peskov]''': Postdoc, Princeton<br /> * '''Stacy President Hobson''': IBM<br /> * '''[http://www.cs.umd.edu/~jinfeng/ Jinfeng Rao]''' (2018) Google AI <br /> * '''Alejandro Rodriguez'''<br /> * '''[https://pedrorodriguez.io/ Pedro Rodriguez]''': Ph.D. student, Department of Computer Science<br /> * '''[https://www.cs.umd.edu/people/mfayoub Mahmoud Sayed]''': Microsoft<br /> * '''Asad Sayeed''': Universitetslektor, University of Göteborg<br /> * '''[http://www.cs.umd.edu/~sayyadi/ Hassan Sayyadi]''': Comcast<br /> * '''Wade Shen''': DARPA<br /> * '''[https://www.linkedin.com/in/han-chin-shing/ Han-Chin Shing]''': Amazon<br /> * '''Matthew Snover''': Postdoc, CUNY<br /> * '''Calandra Tate''': West Point<br /> * '''Scott Thomas''': Navy Research Labs<br /> * '''Alayo Tripp''': Postdoc, University of Minnesota<br /> * '''[http://www.cs.umd.edu/~fture/ Ferhan Ture]''': Comcast<br /> * '''Jyothi Vinjumur''': Walmart<br /> * '''Clare Voss''': Army Research Labs<br /> * '''[http://cs.umd.edu/~yogarshi/ Yogarshi Vyas]''', Research Scientist, Amazon<br /> * '''Nate Waisbrot'''<br /> * '''[http://www.acsu.buffalo.edu/~jw254/ Jianqiang Wang]''': Associate Professor, University at Buffalo, State University of New York<br /> * '''[http://www.cs.umd.edu/~lidan/ Lidan Wang]''': Adobe<br /> * '''[http://www.cs.umd.edu/~ylwang/ Yulu Wang]'''<br /> * '''[http://www.cs.umd.edu/~wsc/ Shanchan Wu]''' (2012): HP Labs<br /> * '''[http://www.csc.lsu.edu/~wuyj/ Yejun Wu]''': Associate Professor, Louisiana State University<br /> * '''Yao Wu''' (2009): Microsoft<br /> * '''[http://terpconnect.umd.edu/~tanx/ Tan Xu]''', AT&amp;T Research<br /> * '''[https://ywwbill.github.io/ Weiwei Yang]''' (2019): Research Scientist, Facebook<br /> * '''David Zajic''': Univeristy of Maryland / CASL<br /> * '''Ke Zhai''': Researcher, Microsoft<br /> * '''[http://www.chenz.umiacs.io/ Chen Zhao]''': Postdoc, NYU<br /> <br /> ===MS Students===<br /> * '''David Alexander''': BBN<br /> * '''Aitziber Atutxa''': Univ of the Basque Country<br /> * '''[https://bremerman.me/ Jake Bremerman]''', Ph.D. Student, University of Southern California<br /> * '''Clara Cabezas'''<br /> * '''Jacob Devlin''': Principal A.I. Scientist, Google<br /> * '''Peter Enns''': Amazon<br /> * '''[https://www.linkedin.com/in/emily-gong-248b36125/ Emily Gong]'''<br /> * '''Ed Kenschaft''': Basis Technology<br /> * '''Govind Kothari''': eBay<br /> * '''John Morgan''': Army Research Lab<br /> * '''Jackie Nelligan'''<br /> * '''Grazia Russo-Lassner''': Senior software engineer, PTP<br /> * '''Gregory Sanders'''<br /> * '''[https://www.linkedin.com/in/rashmisankepally Rashmi Sankepally]''': OMD<br /> * '''Aga Skotowski''': BBN<br /> * '''Ruth Sperer'''<br /> * '''Michael Subotin''': 3M Health Information Systems<br /> * '''Ke Wu''': Google<br /> <br /> ===Undergraduate Students===<br /> * '''Olivia Buzek''': Watson Machine Learning Engineer, IBM Watson / Alchemy API<br /> * '''Aaron Elkiss''': Univ of Michigan Libraries<br /> * '''Andrew Fister'''<br /> * '''Meir Friedenberg''': PhD program in CS, Cornell<br /> * '''Ayelet Goldin''': Software Developer, PopCap Games <br /> * '''Gregory Marton''': Google Research<br /> * '''Ederlyn Lacson''': Microsoft<br /> * '''Jesse Metcalf-Burton''': PhD from University of Michigan<br /> * '''Eric Nichols''': MS student, Nara Institute of Science and Technology, Japan<br /> * '''[https://homes.cs.washington.edu/~nasmith/index.html Noah Smith]''': Professor, University of Washington<br /> * '''Jessica Stevens''': BBN<br /> * '''[https://www.linkedin.com/in/bryan-toth-7b639765 Bryan Toth]''': Epic Systems<br /> * '''Michael Wasser'''</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Projects&diff=958 2017-12-10T16:02:19Z

<p>Resnik: </p> <hr /> <div><br /> * '''Assessment of Suicidality in Social Media Interaction''' PI: Philip Resnik and Hal Daumé III. ([[Suicide]])<br /> <br /> * '''[http://www.umiacs.umd.edu/~jbg/projects/IIS-1409287.html Closing the User-Model Loop for Understanding Topics in Large Document Collections]''' (Boyd-Graber)<br /> <br /> * '''Computational Modeling to Identify Symptom Changes in Schizophrenia and Depression''' PI: Philip Resnik. ([[Schiz]])<br /> <br /> * '''Crowdsourcing Urban Bicycle Level of Service Measures''' PI: Frias-Martinez. ([[Cycling Safety]])<br /> <br /> * '''Expertsourcing''' PI: Philip Resnik. ([[Expert]])<br /> <br /> * '''Financial Open Knowledge Graphs''' PI: Louiqa Raschid. ([[DSfin OKN]] [http://ichs.ucsf.edu/open-knowledge-network/][https://docs.google.com/presentation/d/1CwoopZzCFnnoLVRUme2P3F7loShBfcmcl_WT172SZCU/edit?usp=sharing])<br /> <br /> * '''[http://www.umiacs.umd.edu/~jbg/projects/IIS-1652666 Human-Computer Cooperation for Word-by-Word Question Answering]''' (Boyd-Graber)<br /> <br /> * '''Identifying Humanitarian Assistance Needs in Low Resource Languages''' PI: Philip Resnik and Jordan Boyd-Graber. ([[HumAssist]])<br /> <br /> * '''Semantics based community detection in biological datasets''' PI: Louiqa Raschid. ([[SemEP]][http://project-iasis.eu] [https://link.springer.com/chapter/10.1007%2F978-3-319-11964-9_9][http://ieeexplore.ieee.org/document/6817596/?reload=true])<br /> <br /> * '''Understanding Human Behavior and Resilience during Shocks in Smart and Connected Communities''' PI: Frias-Martinez. ([[Disaster Analytics]])</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=HumAssist&diff=957 2017-12-10T15:58:50Z

<p>Resnik: </p> <hr /> <div><br /> '''Identifying Humanitarian Assistance Needs in Low Resource Languages<br /> '''<br /> <br /> DARPA's Low Resource Languages for Emergent Incidents  (LORELEI) program [https://www.darpa.mil/program/low-resource-languages-for-emergent-incidents]<br /> is focused on enabling low-cost development of capabilities for low-resource languages, targeted at humanitarian assistance and disaster relief ([https://health.mil/Military-Health-Topics/Health-Readiness/Global-Health-Engagement/Humanitarian-Assistance-and-Disaster-Relief HADR]) in the aftermath of a crisis like an earthquake, tsunami, or epidemic.  In this project we are developing new technologies for quickly ramping up the ability to extract actionable information from online sources related to both population needs (e.g. food or water shortages, lack of shelter, need for medical assistance) and population mental state (e.g. fear, anger).  Methodologically we are focused on advanced topic models and combinations of topic models with deep learning methods.</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Expert&diff=956 2017-12-10T15:58:19Z

<p>Resnik: </p> <hr /> <div>'''Expertsourcing<br /> '''<br /> <br /> This project, a collaboration with Such Saria [https://suchisaria.jhu.edu/] at Johns Hopkins, is developing a new approach to text classification that combines concepts from high accuracy rule-based prediction, crowdsourcing annotation consistency, and ensemble learning in order to learn classifiers in the presence of sparse annotations.</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Projects&diff=955 2017-12-10T15:57:44Z

<p>Resnik: </p> <hr /> <div>* '''[http://www.umiacs.umd.edu/~jbg/projects/IIS-1409287.html Closing the User-Model Loop for Understanding Topics in Large Document Collections]''' (Boyd-Graber)<br /> <br /> * '''[http://www.umiacs.umd.edu/~jbg/projects/IIS-1652666 Human-Computer Cooperation for Word-by-Word Question Answering]''' (Boyd-Graber)<br /> <br /> * '''Financial Open Knowledge Graphs''' PI: Louiqa Raschid. ([[DSfin OKN]] [http://ichs.ucsf.edu/open-knowledge-network/][https://docs.google.com/presentation/d/1CwoopZzCFnnoLVRUme2P3F7loShBfcmcl_WT172SZCU/edit?usp=sharing])<br /> <br /> * '''Semantics based community detection in biological datasets''' PI: Louiqa Raschid. ([[SemEP]][http://project-iasis.eu] [https://link.springer.com/chapter/10.1007%2F978-3-319-11964-9_9][http://ieeexplore.ieee.org/document/6817596/?reload=true])<br /> <br /> * '''Computational Modeling to Identify Symptom Changes in Schizophrenia and Depression''' PI: Philip Resnik. ([[Schiz]])<br /> <br /> * '''Assessment of Suicidality in Social Media Interaction''' PI: Philip Resnik and Hal Daume III. ([[Suicide]])<br /> <br /> * '''Expertsourcing''' PI: Philip Resnik. ([[Expert]])<br /> <br /> * '''Identifying Humanitarian Assistance Needs in Low Resource Languages''' PI: Philip Resnik and Jordan Boyd-Graber. ([[HumAssist]])<br /> <br /> * '''Understanding Human Behavior and Resilience during Shocks in Smart and Connected Communities''' PI: Frias-Martinez. ([[Disaster Analytics]]) <br /> <br /> * '''Crowdsourcing Urban Bicycle Level of Service Measures''' PI: Frias-Martinez. ([[Cycling Safety]])</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Suicide&diff=954 2017-12-10T15:57:19Z

<p>Resnik: </p> <hr /> <div>'''Assessment of Suicidality in Social Media Interaction<br /> '''<br /> <br /> Approximately 25 million American adults will have an episode of major depression this year, and suicide is the third leading cause of death for people aged 10-14 and second among people between people age 15 - 34.  But clinicians lack measures with good predictive validity for assessing suicidality using in-person evaluations, much less effective means for assessment using online evidence. In this project we have developed a new dataset for research on suicidality assessment using anonymous data from Reddit, and we<br /> are investigating methods for obtaining reliable clinical expert judgments from online postings, scaling up human assessment using crowdsourcing, and developing computational predictive models using a range of methods including deep learning, transfer learning, and multi-task learning.</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Schiz&diff=953 2017-12-10T15:56:49Z

<p>Resnik: </p> <hr /> <div>'''Computational Modeling to Identify Symptom Changes in Schizophrenia and Depression<br /> '''<br /> <br /> This project, a collaboration with Deanna Kelly [http://www.medschool.umaryland.edu/profiles/Kelly-Deanna/]<br /> at the University of Maryland School of Medicine, targets advances in identifying and monitoring mental illness, an enormous societal challenge. In addition to high costs, continued access to care and regular treatment and monitoring is fragmented, and more than 113 million Americans do not even have ready access to a clinician qualified to perform psychiatric or psychological evaluations. The project brings together Dr. Kelly’s expertise in the treatment and monitoring of severe mental illness, particularly schizophrenia, with Dr. Resnik’s expertise in the use of linguistic analysis and computational modeling of mental status, including work in depression and PTSD. <br /> <br /> Combining within-clinic data collection and a data donation infrastructure built in collaboration with Qntfy [http://qntfy.com] at umd.ourdatahelps.org [http://umd.ourdatahelps.org], we are collecting a unique new dataset that includes clinical variables, within-clinic prompted language responses, and naturally occurring social media interaction. Using this dataset, new computational techniques for predictive modeling re being investigated, with a focus on symptom changes within clinically relevant symptom domains.<br /> <br /> This project has been funded by the UMB-UMCP Seed Grant Program. <br /> [https://www.umaryland.edu/ord/resources-for-investigators/find-funding-opportunities/umb-umcp-seed-grant-program/]</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Projects&diff=952 2017-12-10T15:55:20Z

<p>Resnik: </p> <hr /> <div>* '''[http://www.umiacs.umd.edu/~jbg/projects/IIS-1409287.html Closing the User-Model Loop for Understanding Topics in Large Document Collections]''' (Boyd-Graber)<br /> <br /> * '''[http://www.umiacs.umd.edu/~jbg/projects/IIS-1652666 Human-Computer Cooperation for Word-by-Word Question Answering]''' (Boyd-Graber)<br /> <br /> * '''Financial Open Knowledge Graphs''' PI: Louiqa Raschid. ([[DSfin OKN]] [http://ichs.ucsf.edu/open-knowledge-network/][https://docs.google.com/presentation/d/1CwoopZzCFnnoLVRUme2P3F7loShBfcmcl_WT172SZCU/edit?usp=sharing])<br /> <br /> * '''Semantics based community detection in biological datasets''' PI: Louiqa Raschid. ([[SemEP]][http://project-iasis.eu] [https://link.springer.com/chapter/10.1007%2F978-3-319-11964-9_9][http://ieeexplore.ieee.org/document/6817596/?reload=true])<br /> <br /> * '''Computational Modeling to Identify Symptom Changes in Schizophrenia and Depression''' PI: Philip Resnik. ([[Schiz]])<br /> <br /> * '''Assessment of Suicidality in Social Media Interaction''' PI: Philip Resnik and Hal Daume III. ([[Suicide]])<br /> <br /> * '''Expert Sourcing''' PI: Philip Resnik. ([[Expert]])<br /> <br /> * '''Identifying Humanitarian Assistance Needs in Low Resource Languages''' PI: Philip Resnik and Jordan Boyd-Graber. ([[HumAssist]])<br /> <br /> * '''Understanding Human Behavior and Resilience during Shocks in Smart and Connected Communities''' PI: Frias-Martinez. ([[Disaster Analytics]]) <br /> <br /> * '''Crowdsourcing Urban Bicycle Level of Service Measures''' PI: Frias-Martinez. ([[Cycling Safety]])</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=People&diff=893 2017-11-02T13:23:56Z

<p>Resnik: </p> <hr /> <div>== Faculty ==<br /> <br /> * '''[http://boydgraber.org/ Jordan Boyd-Graber]''': Associate Professor, Computer Science, UMIACS, the iSchool, and the Language Science Center<br /> <br /> * '''[http://www.cs.umd.edu/~marine/ Marine Carpuat]''': Assistant Professor, Computer Science and UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III]''': Associate Professor, Computer Science, Linguistics and UMIACS<br /> <br /> * '''[http://www.ling.umd.edu/~nhf/ Naomi Feldman]''': Associate Professor, Linguistics and UMIACS; Affiliate Assistant Professor, Computer Science and NACS<br /> <br /> * '''[http://www.glue.umd.edu/~oard/ Douglas W. Oard]''': Professor, the iSchool and UMIACS; Affiliate Professor, Computer Science and AMSC<br /> <br /> * '''[http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid]''': Professor, Smith School of Business and UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~resnik/ Philip Resnik]''': Professor, Linguistics and UMIACS; Affiliate Professor, Computer Science<br /> <br /> == Associated Faculty ==<br /> <br /> <br /> <br /> * '''[http://lampsrv02.umiacs.umd.edu/projdb/person.php?id=2 David Doermann]''': Senior Research Scientist, UMIACS<br /> <br /> * '''[http://www.vanessafriasmartinez.org/ Vanessa Frias-Martinez]''': Assistant Professor, the iSchool; Affiliate Assistant Professor, Computer Science<br /> <br /> <br /> <br /> <br /> &lt;center&gt;[[Image:people_facpd.jpg|center|504px|x]]&lt;/center&gt;<br /> <br /> == Emeritus Faculty ==<br /> <br /> * '''[http://www.umiacs.umd.edu/~bonnie/ Bonnie J. Dorr]''': Professor Emerita, Computer Science and UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~mharper/ Mary Harper]''': Affiliate Research Professor, Computer Science, Electrical and Computer Engineering, and UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~jklavans/ Judith Klavans]''': Visiting Senior Research Scientist, UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin]''': Associate Professor, the iSchool and UMIACS, now at University of Waterloo.<br /> <br /> * '''[http://www.umiacs.umd.edu/~weinberg/ Amy Weinberg]''': Professor, Department of Linguistics and UMIACS<br /> <br /> ==Researchers and Post-Docs==<br /> <br /> * None currently, but '''[http://www.umiacs.umd.edu/~oard/postdocad.pdf We're Hiring!]'''<br /> <br /> ==Graduate Students==<br /> <br /> <br /> * '''[https://www.cs.umd.edu/people/jdbarrow Joe Barrow]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://cs.umd.edu/~elgohary Ahmed Elgohary]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://ling.umd.edu/~aetting/ Allyson Ettinger]''': Ph.D. student, Department of Linguistics<br /> <br /> * '''[http://www.umiacs.umd.edu/~ninggao/ Ning Gao]''': Ph.D. student, iSchool<br /> <br /> * '''[http://www.linkedin.com/pub/milad-gholami/55/35a/33a Milad Gholami]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~huah/ Hua He]''': Ph.D. Student, Department of Computer Science<br /> <br /> * '''Kasia Hitczenko''': Ph.D. student, Department of Linguistics<br /> <br /> * '''[https://terpconnect.umd.edu/~lzhong/ Lingzi Hong]''': Ph.D. student, iSchool<br /> <br /> * '''Marianna Martindale''': Ph.D. student, iSchool<br /> <br /> * '''[http://www.umiacs.umd.edu/~daithang/ Thang Nguyen]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://ling.umd.edu/people/person/jackie-nelligan/ Jackie Nelligan]''': Ph.D. student, Department of Linguistics<br /> <br /> * '''[http://xingniu.org/ Xing Niu]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[https://www.cs.umd.edu/people/dpeskov Denis Peskov]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~jinfeng/ Jinfeng Rao]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://raosudha.weebly.com/ Sudha Rao]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://ling.umd.edu/~rachaelr/ Rachael Richardson]''': Ph.D. student, Department of Linguistics<br /> <br /> * '''Kristine Rogers''': Ph.D. student, iSchool<br /> <br /> * '''[http://terpconnect.umd.edu/~rashmi/ Rashmi Sankepally]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''Amr Sharaf''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[https://www.linkedin.com/in/han-chin-shing/ Han-Chin Shing]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://terpconnect.umd.edu/~jyothikv/ Jyothi Vinjumur]''': Ph.D. student, iSchool<br /> <br /> * '''[http://cs.umd.edu/~yogarshi/ Yogarshi Vyas]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~ylwang/ Yulu Wang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.terpconnect.umd.edu/~jeffwu/ Jiahui Wu]''': Ph.D. student, iSchool<br /> <br /> * '''[http://cs.umd.edu/~wwyang/ Weiwei Yang]''': Ph.D. student, Department of Computer Science<br /> <br /> &lt;center&gt;[[Image:people_students.jpg|center|504px|x]]&lt;/center&gt;<br /> <br /> == CLIP Alumni ==<br /> <br /> ===Researchers and postdocs===<br /> <br /> * '''[http://www.umiacs.umd.edu/~hadi/ Hadi Amiri]''': Research Scientist, Harvard Medical School<br /> <br /> * '''[http://ssli.ee.washington.edu/people/amittai/index.html Amittai Axelrod]''': Research Scientist, Amazon<br /> <br /> * '''[http://boydgraber.org Jordan Boyd-Graber]''' (2010): Associate Professor, University of Maryland<br /> <br /> * '''[http://www.linkedin.com/in/maribromanolsen Mari Broman-Olsen]''': Senior progam manager, Natural Language Experiences, Microsoft<br /> <br /> * '''[http://www.isi.edu/~chiang/ David Chiang]''': Associate Professor, University of Notre Dame<br /> <br /> * '''[http://faculty.qu.edu.qa/telsayed/ Tamer Elsayed]''': Assistant Professor, Qatar University (Qatar)<br /> <br /> * '''[http://www.isical.ac.in/~utpal/ Utpal Garain]''': Associate Professor, Indian Statistical Institute (India)<br /> <br /> * '''[http://www.sis.pitt.edu/~daqing/ Daqing He]''': Professor, University of Pittsburgh<br /> <br /> * '''[http://www.umiacs.umd.edu/~hollingk Kristy Hollingshead]''' (2012): Research Scientist, Florida Institute for Human &amp; Machine Cognition <br /> <br /> * '''[http://www.cs.pitt.edu/~hwa/ Rebecca Hwa]''': Associate Professor, University of Pittsburgh<br /> <br /> * '''[http://www.mit.edu/~dajones/ Doug Jones]''': Senior Member of the Technical Staff, Lincoln Labs<br /> <br /> * '''[http://web.donga.ac.kr/yjko/ Youngjoong Ko]''': Professor, Dong A University (Korea)<br /> <br /> * '''Rebecca LaPlante''': Independent Consultant on Information Access<br /> <br /> * '''[http://faculty.washington.edu/levow/ Gina Levow]''': Associate Professor, University of Washington<br /> <br /> * '''[http://www.umiacs.umd.edu/~lijunhui/ Junhui Li]''', Associate Professor, Soochow University<br /> <br /> * '''Saif Mohammad''': Research Officer, National Research Council (Canada)<br /> <br /> * '''[http://staff.science.uva.nl/~christof/ Christof Monz]''': Associate Professor, University of Amsterdam (The Netherlands)<br /> <br /> * '''[http://www.umiacs.umd.edu/~tsmoon/ Taesun Moon]''': Researcher, IBM TJ Watson Research Center<br /> <br /> * '''[http://comminfo.rutgers.edu/directory/smuresan/index.html Smaranda Muresan]''': Research Scientist, Center for Computational Learning Systems (CCLS), and Adjunct Associate Professor, Department of Computer Science, Columbia University. <br /> <br /> * '''[http://www.umiacs.umd.edu/~jiaul/ Jiaul Paik]''', Assistant Professor, IIT Kharagpur<br /> <br /> * '''[http://www.umiacs.umd.edu/~hendra/ Hendra Setiawan]''': Language Technology R&amp;D Scientist and Engineer, Apple<br /> <br /> * '''Carolyn Sheffield''': Smithsonian Institute<br /> <br /> * '''[http://dbs.uni-leipzig.de/en/person/andreas_thor Andreas Thor]''': University of Leipzig (Germany)<br /> <br /> * '''[http://web.ntnu.edu.tw/~samtseng/ Yuen-Hsien Tseng]''': Professor, National Taiwan Normal University (Taiwan)<br /> <br /> * '''[http://www.ldc.usb.ve/~mvidal/ Maria Esther Vidal]''': Professor, Universidad Simon Bolivar (Venezuela)<br /> <br /> * '''[http://www.umiacs.umd.edu/~ewagner/ Earl J. Wagner]''': Google<br /> <br /> * '''[http://www.williamwebber.com/ William Webber]''': Consultant, Melbourne (Australia)<br /> <br /> * '''[http://research.microsoft.com/en-us/um/people/ryenw/ Ryen White]''': Research Manager, Microsoft Cortana<br /> <br /> * '''[http://mlg.eng.cam.ac.uk/sinead/ Sinead Williamson]''' (2011): Postdoc, Carnegie Mellon University<br /> <br /> * '''Adnan Yahya''': Professor, Birzeit University (Palestine)<br /> <br /> * '''[http://www.sis.pitt.edu/~vladimir/ Vladimir Zadorozhny]''': Associate Professor, University of Pittsburgh<br /> <br /> * '''[http://ufal.mff.cuni.cz/~zeman/en/ Daniel Zeman]''': Researcher, Charles University (Czech Republic)<br /> <br /> ===Ph.D. Students===<br /> <br /> * '''[http://www.cs.utah.edu/~arvind/ Arvind Agarwal]''': Researcher, Xerox Research<br /> <br /> *'''[http://www.cs.umd.edu/~nima/ Nima Asadi]'''<br /> <br /> * '''Necip Fazil Ayan''': SRI<br /> <br /> * '''[http://www.cs.umd.edu/~mossaab/ Mossaab Bagdouri]''' (2017): Walmart Labs<br /> <br /> * '''Laura Bright''' (2003): McAfee<br /> <br /> * '''[http://www.cs.ntou.edu.tw/CSWebPage/eng/teachers.php Ya-Hui Chang]''': Associate Professor, National Taiwan Ocean University, Keelung, Taiwan<br /> <br /> * '''[https://sites.google.com/site/snigdhac/ Snigdha Chaturvedi]''': Postdoc with Dan Roth, University of Illinois<br /> <br /> * '''Waiyian Chong''': Yuan<br /> <br /> * '''[https://www.linkedin.com/in/claudino Leonardo Claudino]''': NIH postdoc<br /> <br /> * '''[http://www.qcri.qa/kareem-darwish/ Kareem Darwish]''': Qatar Computing Research Institute (Qatar) <br /> <br /> * '''[https://lhncbc.nlm.nih.gov/personnel/dina-demner-fushman Dina Demner-Fushman]''': National Library of Medicine<br /> <br /> * '''[http://www.cs.gwu.edu/people/faculty/811 Mona Diab]''': Professor, George Washington University<br /> <br /> * '''[http://www.cs.cmu.edu/~cdyer/ Chris Dyer]''': Google DeepMind<br /> <br /> * '''[http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman]''': Vice President of Research, FiscalNote<br /> <br /> * '''[http://www.ieleta.com/en/ Irene Eleta]''': <br /> <br /> * '''Denis Filimonov''': FactSet<br /> <br /> * '''Sergey Golitsynskiy''': Assistant Professor, University of Northern Iowa<br /> <br /> * '''[http://www.umiacs.umd.edu/~amit/ Amit Goyal]''': Yahoo! Research<br /> <br /> * '''Rebecca Green''': Library of Congress<br /> <br /> * '''Stephan Greene''': Lead Engineer for NLP, Data Science, Text Analytics at Sprinklr<br /> <br /> * '''[http://www.umiacs.umd.edu/~alvin/ Alvin Grissom II]''': Assistant Professor, Ursinus College<br /> <br /> * '''[http://www.cs.umd.edu/~rguerra/ Raul David Guerra]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''Nizar Habash''': Associate Professor of Computer Science, New York University Abu Dhabi<br /> <br /> * '''[http://www.cs.umd.edu/~hardisty/ Eric Hardisty]''': DoD<br /> <br /> * '''[http://www.umiacs.umd.edu/~hhe/ He He]''': Postdoc with Percy Liang, Stanford University<br /> <br /> * '''[http://www.cs.umd.edu/~zqhuang/ Zhongqiang Huang]''': BBN<br /> <br /> * '''[http://www.cs.umd.edu/~changhu/ Chang Hu]''': Research Software Development Engineer, Microsoft<br /> <br /> * '''[http://www.cs.umd.edu/~ynhu Yuening Hu]''': Research Scientist, Google<br /> <br /> * '''[http://www.cs.umd.edu/~miyyer Mohit Iyyer]''': Assistant Professor, University of Massachusetts <br /> <br /> * '''[http://www.umiacs.umd.edu/~jags/ Jagadeesh Jagarlamudi]''': Researcher, Google Research New York<br /> <br /> * '''[http://www.umiacs.umd.edu/~jiarong/ Jiarong Jiang]''': Research Scientist, Two-Sigma<br /> <br /> * '''Darsana P. Josyula'''<br /> <br /> * '''Maria Katsova''': Microsoft Research<br /> <br /> * '''Jinmook Kim''': Kangnam University (Korea)<br /> <br /> * '''Okan Kolak''': Google<br /> <br /> * '''[http://ling.umd.edu/~yakov/ Yakov Kronrod]''': Amazon<br /> <br /> * '''[http://www.umiacs.umd.edu/~abhishek/ Abhishek Kumar]''': Researcher, IBM TJ Watson Research Center<br /> <br /> * '''Grecia Lapizco'''<br /> <br /> * '''[http://www.ncbi.nlm.nih.gov/CBBresearch/Fellows/AdamLee/ Adam (Woei-Jyh) Lee]''': (2009) Postdoc Fellow, National Institutes of Health-&gt;Smith School of Business, University of Maryland<br /> <br /> * '''[https://alopez.github.io/ Adam Lopez]''': Reader, University of Edinburgh<br /> <br /> * '''Jun Luo'''<br /> <br /> * '''[http://www.desilinguist.org Nitin Madnani]''': Research Scientist, ETS<br /> <br /> * '''[http://www1.ccls.columbia.edu/~ymarton/ Yuval Marton]''': Senior Applied Scientist, Microsoft<br /> <br /> * '''Joseph Naft'''<br /> <br /> * '''[http://www.cs.umd.edu/~vietan/ Viet-An Nguyen]''': Facebook Research<br /> <br /> * '''Levon Mkrtchyan'''<br /> <br /> * '''[http://www.wyomingcatholiccollege.com/about-wcc/directory/profile/index.aspx?linkid=25&amp;moduleid=19 J. Scott Olsson]''': Associate Professor, Wyoming Catholic College<br /> <br /> * '''[http://www.cl.ecei.tohoku.ac.jp/~naho/ Naho Orita]''': Research Assistant Professor, Tohoku University<br /> <br /> * '''[http://www.socsci.uci.edu/~lpearl/ Lisa Pearl]''': Associate Professor, UC Irvine<br /> <br /> * '''Stacy President Hobson''': IBM<br /> <br /> * '''Alejandro Rodriguez'''<br /> <br /> * '''Asad Sayeed''': Universitetslektor, University of Göteborg<br /> <br /> * '''[http://www.cs.umd.edu/~sayyadi/ Hassan Sayyadi]''': Comcast<br /> <br /> * '''Wade Shen''': MIT Lincoln Labs<br /> <br /> * '''Matthew Snover''': Postdoc, CUNY<br /> <br /> * '''Calandra Tate''': West Point<br /> <br /> * '''Scott Thomas''': Navy Research Labs<br /> <br /> * '''[http://www.cs.umd.edu/~fture/ Ferhan Ture]''': BBN<br /> <br /> * '''Clare Voss''': Army Research Labs<br /> <br /> * '''Nate Waisbrot'''<br /> <br /> * '''[http://www.acsu.buffalo.edu/~jw254/ Jianqiang Wang]''': Associate Professor, University at Buffalo, State University of New York<br /> <br /> * '''[http://www.cs.umd.edu/~lidan/ Lidan Wang]''': IBM Research<br /> <br /> * '''[http://www.cs.umd.edu/~wsc/ Shanchan Wu]''' (2012): HP Labs<br /> <br /> * '''[http://www.csc.lsu.edu/~wuyj/ Yejun Wu]''': Associate Professor, Louisiana State University<br /> <br /> * '''Yao Wu''' (2009): Microsoft<br /> <br /> * '''[http://terpconnect.umd.edu/~tanx/ Tan Xu]''', AT&amp;T Research<br /> <br /> * '''David Zajic''': Univeristy of Maryland / CASL<br /> <br /> * '''Ke Zhai''': Researcher, Microsoft<br /> <br /> ===MS Students===<br /> <br /> * '''David Alexander''': BBN<br /> <br /> * '''Aitziber Atutxa''': Univ of the Basque Country<br /> <br /> * '''Clara Cabezas'''<br /> <br /> * '''Jacob Devlin''': Principal A.I. Scientist, Google<br /> <br /> * '''Peter Enns''': Amazon<br /> <br /> * '''Ed Kenschaft''': Basis Technology<br /> <br /> * '''Govind Kothari''': eBay<br /> <br /> * '''John Morgan''': Army Research Lab<br /> <br /> * '''Grazia Russo-Lassner''': Senior software engineer, PTP<br /> <br /> * '''Gregory Sanders'''<br /> <br /> * '''Aga Skotowski''': BBN<br /> <br /> * '''Ruth Sperer'''<br /> <br /> * '''Michael Subotin''': 3M Health Information Systems<br /> <br /> * '''Ke Wu''': Google<br /> <br /> ===Undergraduate Students===<br /> <br /> * '''Olivia Buzek''': Watson Machine Learning Engineer, IBM Watson / Alchemy API<br /> <br /> * '''Aaron Elkiss''': Univ of Michigan Libraries<br /> <br /> * '''Andrew Fister'''<br /> <br /> * '''Meir Friedenberg''': PhD program in CS, Cornell<br /> <br /> * '''Ayelet Goldin''': Software Developer, PopCap Games <br /> <br /> * '''Gregory Marton''': Google Research<br /> <br /> * '''Ederlyn Lacson''': Microsoft<br /> <br /> * '''Jesse Metcalf-Burton''': PhD from University of Michigan<br /> <br /> * '''Eric Nichols''': MS student, Nara Institute of Science and Technology, Japan<br /> <br /> * '''Noah Smith''': Associate professor, University of Washington<br /> <br /> * '''Jessica Stevens''': BBN<br /> <br /> * '''[https://www.linkedin.com/in/bryan-toth-7b639765 Bryan Toth]''': Epic Systems<br /> <br /> * '''Michael Wasser'''</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Events&diff=859 2017-07-25T22:04:27Z

<p>Resnik: /* Previous Talks */</p> <hr /> <div>&lt;center&gt;[[Image:colloq.jpg|center|504px|x]]&lt;/center&gt;<br /> <br /> <br /> The CLIP Colloquium is a weekly speaker series organized and hosted by CLIP Lab. The talks are open to everyone. Most talks are held at 11AM in AV Williams 3258 unless otherwise noted. Typically, external speakers have slots for one-on-one meetings with Maryland researchers before and after the talks; contact the host if you'd like to have a meeting.<br /> <br /> If you would like to get on the clip-talks@umiacs.umd.edu list or for other questions about the colloquium series, e-mail [mailto:nhf@umd.edu Naomi Feldman], the current organizer.<br /> <br /> For up-to-date information, see the [https://talks.cs.umd.edu/lists/7 UMD CS Talks page]. (You can also subscribe to the calendar there.)<br /> == Previous Talks ==<br /> * [[https://talks.cs.umd.edu/lists/7?range=past Past talks, 2013 - present]]<br /> * [[CLIP Colloquium (Spring 2012)|Spring 2012]]<br /> * [[CLIP Colloquium (Fall 2011)|Fall 2011]]<br /> * [[CLIP Colloquium (Spring 2011)|Spring 2011]]<br /> * [[CLIP Colloquium (Fall 2010)|Fall 2010]]</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=People&diff=858 2017-07-25T21:59:05Z

<p>Resnik: </p> <hr /> <div>== Faculty ==<br /> <br /> * '''[http://boydgraber.org/ Jordan Boyd-Graber]''': Associate Professor, Computer Science, UMIACS, the iSchool, and the Language Science Center<br /> <br /> * '''[http://www.cs.umd.edu/~marine/ Marine Carpuat]''': Assistant Professor, Computer Science and UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III]''': Associate Professor, Computer Science, Linguistics and UMIACS<br /> <br /> * '''[http://www.ling.umd.edu/~nhf/ Naomi Feldman]''': Associate Professor, Linguistics and UMIACS; Affiliate Assistant Professor, Computer Science and NACS<br /> <br /> * '''[http://www.glue.umd.edu/~oard/ Douglas W. Oard]''': Professor, the iSchool and UMIACS; Affiliate Professor, Computer Science and AMSC<br /> <br /> * '''[http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid]''': Professor, Smith School of Business and UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~resnik/ Philip Resnik]''': Professor, Linguistics and UMIACS; Affiliate Professor, Computer Science<br /> <br /> == Associated Faculty ==<br /> <br /> <br /> <br /> * '''[http://lampsrv02.umiacs.umd.edu/projdb/person.php?id=2 David Doermann]''': Senior Research Scientist, UMIACS<br /> <br /> * '''[http://www.vanessafriasmartinez.org/ Vanessa Frias-Martinez]''': Assistant Professor, the iSchool; Affiliate Assistant Professor, Computer Science<br /> <br /> <br /> <br /> <br /> &lt;center&gt;[[Image:people_facpd.jpg|center|504px|x]]&lt;/center&gt;<br /> <br /> == Emeritus Faculty ==<br /> <br /> * '''[http://www.umiacs.umd.edu/~bonnie/ Bonnie J. Dorr]''': Professor Emerita, Computer Science and UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~mharper/ Mary Harper]''': Affiliate Research Professor, Computer Science, Electrical and Computer Engineering, and UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~jklavans/ Judith Klavans]''': Visiting Senior Research Scientist, UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin]''': Associate Professor, the iSchool and UMIACS, now at University of Waterloo.<br /> <br /> * '''[http://www.umiacs.umd.edu/~weinberg/ Amy Weinberg]''': Professor, Department of Linguistics and UMIACS<br /> <br /> ==Researchers and Post-Docs==<br /> <br /> (None currently.)<br /> <br /> ==Graduate Students==<br /> <br /> * '''[http://www.cs.umd.edu/~mossaab/ Mossaab Bagdouri]''': Ph.D. Student, Department of Computer Science<br /> <br /> * '''[http://cs.umd.edu/~elgohary Ahmed Elgohary]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://ling.umd.edu/~aetting/ Allyson Ettinger]''': Ph.D. student, Department of Linguistics<br /> <br /> * '''[http://www.umiacs.umd.edu/~ninggao/ Ning Gao]''': Ph.D. student, iSchool<br /> <br /> * '''[http://www.linkedin.com/pub/milad-gholami/55/35a/33a Milad Gholami]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''Jonathan Gluck''': Ph.D. Student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~huah/ Hua He]''': Ph.D. Student, Department of Computer Science<br /> <br /> * '''Kasia Hitczenko''': Ph.D. student, Department of Linguistics<br /> <br /> * '''Lingzi Hong''': Ph.D. student, iSchool<br /> <br /> * '''[http://www.cs.umd.edu/~miyyer Mohit Iyyer]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''Marianna Martindale''': Ph.D. student, iSchool<br /> <br /> * '''John Morgan''': Ph.D. Student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~daithang/ Thang Nguyen]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://xingniu.org/ Xing Niu]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://raosudha.weebly.com/ Sudha Rao]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://ling.umd.edu/~rachaelr/ Rachael Richardson]''': Ph.D. student, Department of Linguistics<br /> <br /> * '''[http://www.cs.umd.edu/~sayyadi/ Hassan Sayyadi]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://terpconnect.umd.edu/~rashmi/ Rashmi Sankepally]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''Amr Sharaf''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[https://www.linkedin.com/in/han-chin-shing/ Han-Chin Shing]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://terpconnect.umd.edu/~jyothikv/ Jyothi Vinjumur]''': Ph.D. student, iSchool<br /> <br /> * '''[http://cs.umd.edu/~yogarshi/ Yogarshi Vyas]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~ylwang/ Yulu Wang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''Jiahui Wu''': Ph.D. student, iSchool<br /> <br /> * '''[http://cs.umd.edu/~wwyang/ Weiwei Yang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''Ke Zhai''': Ph.D. student, Department of Computer Science<br /> <br /> &lt;center&gt;[[Image:people_students.jpg|center|504px|x]]&lt;/center&gt;<br /> <br /> == CLIP Alumni ==<br /> <br /> ===Researchers and postdocs===<br /> <br /> * '''[http://www.umiacs.umd.edu/~hadi/ Hadi Amiri]''': Research Scientist, Harvard Medical School<br /> <br /> * '''[http://ssli.ee.washington.edu/people/amittai/index.html Amittai Axelrod]''': Research Scientist, Amazon<br /> <br /> * '''[http://boydgraber.org Jordan Boyd-Graber]''' (2010): Associate Professor, University of Maryland<br /> <br /> * '''[http://www.linkedin.com/in/maribromanolsen Mari Broman-Olsen]''': Senior progam manager, Natural Language Experiences, Microsoft<br /> <br /> * '''[http://www.isi.edu/~chiang/ David Chiang]''': Associate Professor, University of Notre Dame<br /> <br /> * '''[http://faculty.qu.edu.qa/telsayed/ Tamer Elsayed]''': Assistant Professor, Qatar University (Qatar)<br /> <br /> * '''[http://www.isical.ac.in/~utpal/ Utpal Garain]''': Associate Professor, Indian Statistical Institute (India)<br /> <br /> * '''[http://www.sis.pitt.edu/~daqing/ Daqing He]''': Associate Professor, University of Pittsburgh<br /> <br /> * '''[http://www.umiacs.umd.edu/~hollingk Kristy Hollingshead]''' (2012): Research Scientist,F lorida Institute for Human &amp; Machine Cognition <br /> <br /> * '''[http://www.cs.pitt.edu/~hwa/ Rebecca Hwa]''': Associate Professor, University of Pittsburgh<br /> <br /> * '''[http://www.mit.edu/~dajones/ Doug Jones]''': Lincoln Labs<br /> <br /> * '''[http://web.donga.ac.kr/yjko/ Youngjoong Ko]''': Dong A University (Korea)<br /> <br /> * '''Rebecca LaPlante''': Independent Consultant on Information Access<br /> <br /> * '''[http://faculty.washington.edu/levow/ Gina Levow]''': Associate Professor, University of Washington<br /> <br /> * '''[http://www.umiacs.umd.edu/~lijunhui/ Junhui Li]''', Associate Professor, Soochow University<br /> <br /> * '''Saif Mohammad''': Research Officer, National Research Council (Canada)<br /> <br /> * '''[http://staff.science.uva.nl/~christof/ Christof Monz]''': Associate Professor, University of Amsterdam (The Netherlands)<br /> <br /> * '''[http://www.umiacs.umd.edu/~tsmoon/ Taesun Moon]''': Researcher, IBM TJ Watson Research Center<br /> <br /> * '''[http://comminfo.rutgers.edu/directory/smuresan/index.html Smaranda Muresan]''': Research Scientist, Center for Computational Learning Systems (CCLS), and Adjunct Associate Professor,Department of Computer Science, Columbia University. <br /> <br /> * '''[http://www.umiacs.umd.edu/~jiaul/ Jiaul Paik]''', Assistant Professor, IIT Kharagpur<br /> <br /> * '''[http://www.umiacs.umd.edu/~hendra/ Hendra Setiawan]''': Researcher, IBM TJ Watson Research Center<br /> <br /> * '''Carolyn Sheffield''': Smithsonian Institute<br /> <br /> * '''[http://dbs.uni-leipzig.de/en/person/andreas_thor Andreas Thor]''': University of Leipzig (Germany)<br /> <br /> * '''[http://web.ntnu.edu.tw/~samtseng/ Yuen-Hsien Tseng]''': Research Fellow, National Taiwan Normal University (Taiwan)<br /> <br /> * '''[http://www.ldc.usb.ve/~mvidal/ Maria Esther Vidal]''': Professor, Universidad Simon Bolivar (Venezuela)<br /> <br /> * '''[http://www.umiacs.umd.edu/~ewagner/ Earl J. Wagner]''': Google<br /> <br /> * '''[http://www.williamwebber.com/ William Webber]''': Consultant, Melbourne (Australia)<br /> <br /> * '''[http://research.microsoft.com/en-us/um/people/ryenw/ Ryen White]''': Researcher, Microsoft Research<br /> <br /> * '''[http://mlg.eng.cam.ac.uk/sinead/ Sinead Williamson]''' (2011): Postdoc, Carnegie Mellon University<br /> <br /> * '''Adnan Yahya''': Birzeit University (Palestine)<br /> <br /> * '''[http://www.sis.pitt.edu/~vladimir/ Vladimir Zadorozhny]''': Associate Professor, University of Pittsburgh<br /> <br /> * '''[http://ufal.mff.cuni.cz/~zeman/en/ Daniel Zeman]''': Researcher, Charles University (Czech Republic)<br /> <br /> ===Ph.D. Students===<br /> <br /> * '''[http://www.cs.utah.edu/~arvind/ Arvind Agarwal]''': Researcher, Xerox Research<br /> <br /> *'''[http://www.cs.umd.edu/~nima/ Nima Asadi]'''<br /> <br /> * '''Necip Fazil Ayan''': SRI<br /> <br /> * '''Laura Bright''' (2003): McAfee<br /> <br /> * '''[http://www.cs.ntou.edu.tw/CSWebPage/eng/teachers.php Ya-Hui Chang]''': Associate Professor, National Taiwan Ocean University, Keelung, Taiwan<br /> <br /> * '''[https://sites.google.com/site/snigdhac/ Snigdha Chaturvedi]''': Postdoc with Dan Roth, University of Illinois<br /> <br /> * '''Waiyian Chong''': Yuan<br /> <br /> * '''[https://www.linkedin.com/in/claudino Leonardo Claudino]''': NIH postdoc<br /> <br /> * '''[http://www.qcri.qa/kareem-darwish/ Kareem Darwish]''': Qatar Computing Research Institute (Qatar) <br /> <br /> * '''[https://lhncbc.nlm.nih.gov/personnel/dina-demner-fushman Dina Demner-Fushman]''': National Library of Medicine<br /> <br /> * '''[http://www.cs.gwu.edu/people/faculty/811 Mona Diab]''': Professor, George Washington University<br /> <br /> * '''[http://www.cs.cmu.edu/~cdyer/ Chris Dyer]''': Google DeepMind<br /> <br /> * '''[http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman]''': Vice President of Research, FiscalNote<br /> <br /> * '''[http://www.ieleta.com/en/ Irene Eleta]''': <br /> <br /> * '''Denis Filimonov''': FactSet<br /> <br /> * '''Sergey Golitsynskiy''': Assistant Professor, University of Northern Iowa<br /> <br /> * '''[http://www.umiacs.umd.edu/~amit/ Amit Goyal]''': Yahoo! Research<br /> <br /> * '''Rebecca Green''': Library of Congress<br /> <br /> * '''Stephan Greene''': Lead Engineer for NLP, Data Science, Text Analytics at Sprinklr<br /> <br /> * '''[http://www.umiacs.umd.edu/~alvin/ Alvin Grissom II]''': Ph.D. student, University of Colorado Boulder<br /> <br /> * '''[http://www.cs.umd.edu/~rguerra/ Raul David Guerra]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''Nizar Habash''': Associate Professor of Computer Science, New York University Abu Dhabi<br /> <br /> * '''[http://www.cs.umd.edu/~hardisty/ Eric Hardisty]''': DoD<br /> <br /> * '''[http://www.umiacs.umd.edu/~hhe/ He He]''': Postdoc with Percy Liang, Stanford University<br /> <br /> * '''[http://www.cs.umd.edu/~zqhuang/ Zhongqiang Huang]''': BBN<br /> <br /> * '''[http://www.cs.umd.edu/~changhu/ Chang Hu]''': Research Software Development Engineer, Microsoft<br /> <br /> * '''[http://www.cs.umd.edu/~ynhu Yuening Hu]''': Research Scientist, Yahoo! Labs<br /> <br /> * '''[http://www.umiacs.umd.edu/~jags/ Jagadeesh Jagarlamudi]''': Researcher, Google Research New York<br /> <br /> * '''[http://www.umiacs.umd.edu/~jiarong/ Jiarong Jiang]''': Research Scientist, Two-Sigma<br /> <br /> * '''Darsana P. Josyula'''<br /> <br /> * '''Maria Katsova''': Microsoft Research<br /> <br /> * '''Jinmook Kim''': Kangnam University (Korea)<br /> <br /> * '''Okan Kolak''': Google<br /> <br /> * '''[http://ling.umd.edu/~yakov/ Yakov Kronrod]''': Amazon<br /> <br /> * '''[http://www.umiacs.umd.edu/~abhishek/ Abhishek Kumar]''': Researcher, IBM TJ Watson Research Center<br /> <br /> * '''Grecia Lapizco'''<br /> <br /> * '''[http://www.ncbi.nlm.nih.gov/CBBresearch/Fellows/AdamLee/ Adam (Woei-Jyh) Lee]''': (2009) Postdoc Fellow, National Institutes of Health-&gt;Smith School of Business, University of Maryland<br /> <br /> * '''[https://alopez.github.io/ Adam Lopez]''': Reader, University of Edinburgh<br /> <br /> * '''Jun Luo'''<br /> <br /> * '''[http://www.desilinguist.org Nitin Madnani]''': Research Scientist, ETS<br /> <br /> * '''[http://www1.ccls.columbia.edu/~ymarton/ Yuval Marton]''': Senior Applied Scientist, Microsoft<br /> <br /> * '''Joseph Naft'''<br /> <br /> * '''[http://www.cs.umd.edu/~vietan/ Viet-An Nguyen]''': Facebook Research<br /> <br /> * '''Levon Mkrtchyan'''<br /> <br /> * '''[http://www.wyomingcatholiccollege.com/about-wcc/directory/profile/index.aspx?linkid=25&amp;moduleid=19 J. Scott Olsson]''': Associate Professor, Wyoming Catholic College<br /> <br /> * '''[http://www.cl.ecei.tohoku.ac.jp/~naho/ Naho Orita]''': Research Assistant Professor, Tohoku University<br /> <br /> * '''[http://www.socsci.uci.edu/~lpearl/ Lisa Pearl]''': Associate Professor, UC Irvine<br /> <br /> * '''Stacy President Hobson''': IBM<br /> <br /> * '''Alejandro Rodriguez'''<br /> <br /> * '''Asad Sayeed''': Postdoc, University of the Saarland, Germany<br /> <br /> * '''Wade Shen''': MIT Lincoln Labs<br /> <br /> * '''Matthew Snover''': Postdoc, CUNY<br /> <br /> * '''Calandra Tate''': West Point<br /> <br /> * '''Scott Thomas''': Navy Research Labs<br /> <br /> * '''[http://www.cs.umd.edu/~fture/ Ferhan Ture]''': BBN<br /> <br /> * '''Clare Voss''': Army Research Labs<br /> <br /> * '''Nate Waisbrot'''<br /> <br /> * '''[http://www.acsu.buffalo.edu/~jw254/ Jianqiang Wang]''': Associate Professor, University at Buffalo, State University of New York<br /> <br /> * '''[http://www.cs.umd.edu/~lidan/ Lidan Wang]''': IBM Research<br /> <br /> * '''[http://www.cs.umd.edu/~wsc/ Shanchan Wu]''' (2012): HP Labs<br /> <br /> * '''[http://www.csc.lsu.edu/~wuyj/ Yejun Wu]''': Associate Professor, Louisiana State University<br /> <br /> * '''Yao Wu''' (2009): Microsoft<br /> <br /> * '''[http://terpconnect.umd.edu/~tanx/ Tan Xu]''', AT&amp;T Research<br /> <br /> * '''David Zajic''': Univeristy of Maryland / CASL<br /> <br /> <br /> ===MS Students===<br /> <br /> * '''David Alexander''': BBN<br /> <br /> * '''Aitziber Atutxa''': Univ of the Basque Country<br /> <br /> * '''Clara Cabezas'''<br /> <br /> * '''Jacob Devlin''': Principal A.I. Scientist, Microsoft Research<br /> <br /> * '''Peter Enns''': Amazon<br /> <br /> * '''Ed Kenschaft''': Basis Technology<br /> <br /> * '''Govind Kothari''': eBay<br /> <br /> * '''Grazia Russo-Lassner''': Senior software engineer, PTP<br /> <br /> * '''Gregory Sanders'''<br /> <br /> * '''Aga Skotowski''': BBN<br /> <br /> * '''Ruth Sperer'''<br /> <br /> * '''Michael Subotin''': 3M Health Information Systems<br /> <br /> * '''Ke Wu''': Google<br /> <br /> <br /> ===Undergraduate Students===<br /> <br /> * '''Olivia Buzek''': Watson Machine Learning Engineer, IBM Watson / Alchemy API<br /> <br /> * '''Aaron Elkiss''': Univ of Michigan Libraries<br /> <br /> * '''Andrew Fister'''<br /> <br /> * '''Meir Friedenberg''': PhD program in CS, Cornell<br /> <br /> * '''Ayelet Goldin''': Software Developer, PopCap Games <br /> <br /> * '''Gregory Marton''': Google Research<br /> <br /> * '''Ederlyn Lacson''': Microsoft<br /> <br /> * '''Jesse Metcalf-Burton''': PhD from University of Michigan<br /> <br /> * '''Eric Nichols''': MS student, Nara Institute of Science and Technology, Japan<br /> <br /> * '''Noah Smith''': Associate professor, University of Washington<br /> <br /> * '''Jessica Stevens''': BBN<br /> <br /> * '''[https://www.linkedin.com/in/bryan-toth-7b639765 Bryan Toth]''': Epic Systems<br /> <br /> * '''Michael Wasser'''</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Main_Page&diff=857 2017-07-25T21:36:05Z

<p>Resnik: </p> <hr /> <div>==Computational Linguistics and Information Processing at Maryland==<br /> <br /> The CLIP Laboratory at Maryland is engaged in designing algorithms and methods that allow computers to effectively and efficiently perform human language-related tasks, as well as using computational methods to improve our scientific understanding of the human capacity for language. With faculty, researchers, and students spanning <br /> the '''[http://www.cs.umd.edu/ Department of Computer Science]''', the '''[http://www.ling.umd.edu/ Department of Linguistics]''',<br /> the '''[http://ischool.umd.edu/ iSchool]''', and<br /> the '''[http://www.rhsmith.umd.edu/ Robert H. Smith School of Business]''',<br /> we are a group known not only for high quality research but also intellectual diversity and the strength of our collaborations. <br /> <br /> &lt;!-- &lt;center&gt;[[Image:testudo.png|left|200px|x]]&lt;/center&gt; --&gt;<br /> We are part of the broader &lt;span class=&quot;plainlinks&quot;&gt;[http://languagescience.umd.edu/ language science]&lt;/span&gt; initiative at Maryland, which integrates social and biological sciences with computer science and engineering. A number of language researchers in the CLIP lab are also affiliated with the &lt;span class=&quot;plainlinks&quot;&gt;'''[http://lamp.cfar.umd.edu/media.htm Language and Media Processing (LAMP) Laboratory]'''&lt;/span&gt; and the <br /> &lt;span class=&quot;plainlinks&quot;&gt;'''[https://nacs.umd.edu/ Neural and Cognitive Systems (NACS) program]'''&lt;/span&gt;.<br /> <br /> CLIP research covers major areas of computational research on language, including (but not limited to!) <br /> deep learning,<br /> human-in-the-loop machine learning,<br /> multilingual text processing and low-resource languages,<br /> [[Research#Machine_Translation|machine translation]],<br /> e-discovery,<br /> [[Research#Summarization|summarization]],<br /> speech retrieval,<br /> cross-language information retrieval,<br /> ranking and personalization,<br /> [[Research#Computational_Social_Science|computational social science]]<br /> NLP for mental health,<br /> data science for finance,<br /> data science for social good, and<br /> computational psycholinguistics.<br /> <br /> The lab is a part of the &lt;span class=&quot;plainlinks&quot;&gt;'''[http://umiacs.umd.edu/ University of Maryland Institute for Advanced Computer Studies (UMIACS)]'''&lt;/span&gt;, and it is <br /> located in AV Williams 3146. <br /> <br /> For further information about the CLIP Laboratory, feel free to contact its current director, '''[http://umiacs.umd.edu/~resnik/ Prof. Philip Resnik]'''. <br /> <br /> <br /> &lt;!--<br /> OLD MATERIAL, COMMENTED OUT JULY 2017<br /> Research in machine learning focuses on latent variable models of language, approximate inference, and how to make probabilistic models understandable to users.<br /> <br /> Data management research focuses on architectures for wide area computation with heterogeneous information servers, pattern discovery from the annotated hyperlinked Web of life science resources, personalization and ranking and recommendation for social media, and event detection and monitoring.<br /> --&gt;</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Main_Page&diff=856 2017-07-25T21:35:09Z

<p>Resnik: </p> <hr /> <div>==Computational Linguistics and Information Processing at Maryland==<br /> <br /> The CLIP Laboratory at Maryland is engaged in designing algorithms and methods that allow computers to effectively and efficiently perform human language-related tasks, as well as using computational methods to improve our scientific understanding of the human capacity for language. With faculty, researchers, and students spanning <br /> the '''[http://www.cs.umd.edu/ Department of Computer Science]''', the '''[http://www.ling.umd.edu/ Department of Linguistics]''',<br /> the '''[http://ischool.umd.edu/ iSchool]''', and<br /> the '''[http://www.rhsmith.umd.edu/ Robert H. Smith School of Business]''',<br /> we are a group known not only for high quality research but also intellectual diversity and the strength of our collaborations. <br /> <br /> &lt;!-- &lt;center&gt;[[Image:testudo.png|left|200px|x]]&lt;/center&gt; --&gt;<br /> <br /> We are part of the broader &lt;span class=&quot;plainlinks&quot;&gt;[http://languagescience.umd.edu/ language science]&lt;/span&gt; initiative at Maryland, which integrates social and biological sciences with computer science and engineering. A number of language researchers in the CLIP lab are also affiliated with the &lt;span class=&quot;plainlinks&quot;&gt;'''[http://lamp.cfar.umd.edu/media.htm Language and Media Processing (LAMP) Laboratory]'''&lt;/span&gt; and the <br /> &lt;span class=&quot;plainlinks&quot;&gt;'''[https://nacs.umd.edu/ Neural and Cognitive Systems (NACS) program]'''&lt;/span&gt;.<br /> <br /> CLIP research covers major areas of computational research on language, including (but not limited to!) <br /> deep learning,<br /> human-in-the-loop machine learning,<br /> multilingual text processing and low-resource languages,<br /> [[Research#Machine_Translation|machine translation]],<br /> e-discovery,<br /> [[Research#Summarization|summarization]],<br /> speech retrieval,<br /> cross-language information retrieval,<br /> ranking and personalization,<br /> [[Research#Computational_Social_Science|computational social science]]<br /> NLP for mental health,<br /> data science for finance,<br /> data science for social good, and<br /> computational psycholinguistics.<br /> <br /> The lab is a part of the &lt;span class=&quot;plainlinks&quot;&gt;'''[http://umiacs.umd.edu/ University of Maryland Institute for Advanced Computer Studies (UMIACS)]'''&lt;/span&gt;, and it is <br /> located in AV Williams 3146.<br /> <br /> For further information about the CLIP Laboratory, feel free to contact its current director, '''[http://umiacs.umd.edu/~resnik/ Prof. Philip Resnik]'''. <br /> <br /> <br /> &lt;!--<br /> OLD MATERIAL, COMMENTED OUT JULY 2017<br /> Research in machine learning focuses on latent variable models of language, approximate inference, and how to make probabilistic models understandable to users.<br /> <br /> Data management research focuses on architectures for wide area computation with heterogeneous information servers, pattern discovery from the annotated hyperlinked Web of life science resources, personalization and ranking and recommendation for social media, and event detection and monitoring.<br /> --&gt;</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=People&diff=829 2015-08-21T12:25:18Z

<p>Resnik: /* Graduate Students */</p> <hr /> <div>== Faculty ==<br /> <br /> * '''[http://www.cs.umd.edu/~marine/ Marine Carpuat]''': Assistant Professor, Computer Science and UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III]''': Associate Professor, Computer Science, Linguistics and UMIACS<br /> <br /> * '''[http://lampsrv02.umiacs.umd.edu/projdb/person.php?id=2 David Doermann]''': Senior Research Scientist, UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~bonnie/ Bonnie J. Dorr]''': Professor Emerita, Computer Science and UMIACS<br /> <br /> * '''[http://www.ling.umd.edu/~nhf/ Naomi Feldman]''': Assistant Professor, Linguistics and UMIACS; Affiliate Assistant Professor, Computer Science and NACS<br /> <br /> * '''[http://www.vanessafriasmartinez.org/ Vanessa Frias-Martinez]''': Assistant Professor, the iSchool; Affiliate Assistant Professor, Computer Science<br /> <br /> * '''[http://www.glue.umd.edu/~oard/ Douglas W. Oard]''': Professor, the iSchool and UMIACS; Affiliate Professor, Computer Science and AMSC<br /> <br /> * '''[http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid]''': Professor, Smith School of Business and UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~resnik/ Philip Resnik]''': Professor, Linguistics and UMIACS; Affiliate Professor, Computer Science<br /> <br /> <br /> &lt;center&gt;[[Image:people_facpd.jpg|center|504px|x]]&lt;/center&gt;<br /> <br /> == Emeritus Faculty ==<br /> <br /> * '''[http://boydgraber.org/ Jordan Boyd-Graber]''': Assistant Professor, the iSchool and UMIACS; now at University of Colorado at Boulder<br /> <br /> * '''[http://www.umiacs.umd.edu/~mharper/ Mary Harper]''': Affiliate Research Professor, Computer Science, Electrical and Computer Engineering, and UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~jklavans/ Judith Klavans]''': Visiting Senior Research Scientist, UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin]''': Associate Professor, the iSchool and UMIACS, now at University of Waterloo.<br /> <br /> * '''[http://www.umiacs.umd.edu/~weinberg/ Amy Weinberg]''': Professor, Department of Linguistics and UMIACS<br /> <br /> ==Researchers and Post-Docs==<br /> <br /> * '''[http://www.umiacs.umd.edu/~hadi/ Hadi Amiri]'''<br /> * '''[http://ssli.ee.washington.edu/people/amittai/index.html Amittai Axelrod]'''<br /> * '''[http://www.umiacs.umd.edu/~jiaul/ Jiaul Paik]'''<br /> <br /> ==Graduate Students==<br /> <br /> * '''Mossaab Bagdouri''': Ph.D. Student, Department of Computer Science<br /> <br /> * '''[https://sites.google.com/site/snigdhac/ Snigdha Chaturvedi]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[https://www.linkedin.com/in/claudino Leonardo Claudino]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://ling.umd.edu/.../allyson-ettinger/''': Ph.D. student, Department of Linguistics<br /> <br /> * '''[http://www.umiacs.umd.edu/~ninggao/ Ning Gao]''': Ph.D. student, iSchool<br /> <br /> * '''[http://www.linkedin.com/pub/milad-gholami/55/35a/33a Milad Gholami]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''Jonathan Gluck''': Ph.D. Student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~alvin/ Alvin Grissom II]''': Ph.D. student, the iSchool<br /> <br /> * '''[http://www.cs.umd.edu/~huah/ Hua He]''': Ph.D. Student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~hhe/ He He]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''Kasia Hitczenko''': Ph.D. student, Department of Linguistics<br /> <br /> * '''[http://www.cs.umd.edu/~miyyer Mohit Iyyer]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~jiarong/ Jiarong Jiang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''John Morgan''': Ph.D. Student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~daithang/ Thang Nguyen]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''Sudha Rao''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://ling.umd.edu/~rachaelr/ Rachael Richardson]''': Ph.D. student, Department of Linguistics<br /> <br /> * '''[http://www.cs.umd.edu/~sayyadi/ Hassan Sayyadi]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://terpconnect.umd.edu/~rashmi/ Rashmi Sankepally]''': Masters student, iSchool<br /> <br /> * '''[http://terpconnect.umd.edu/~jyothikv/ Jyothi Vinjumur]''': Ph.D. student, iSchool<br /> <br /> * '''[http://www.umiacs.umd.edu/~peratham/ Peratham (Will) Wiriyathammabhum]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~ylwang/ Yulu Wang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://cs.umd.edu/~wwyang/ Weiwei Yang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://terpconnect.umd.edu/~tanx/ Tan Xu]''', Ph.D. student, iSchool<br /> <br /> * '''Ke Zhai''': Ph.D. student, Department of Computer Science<br /> <br /> &lt;center&gt;[[Image:people_students.jpg|center|504px|x]]&lt;/center&gt;<br /> <br /> == CLIP Alumni ==<br /> <br /> ===Researchers and postdocs===<br /> <br /> * '''[http://boydgraber.org Jordan Boyd-Graber]''' (2010): Assistant Professor, University of Colorado at Boulder<br /> <br /> * '''[http://www.linkedin.com/in/maribromanolsen Mari Broman-Olsen]''': Microsoft<br /> <br /> * '''[http://www.isi.edu/~chiang/ David Chiang]''': Research Assistant Professor, University of Southern California/Information Sciences Institute<br /> <br /> * '''[http://faculty.qu.edu.qa/telsayed/ Tamer Elsayed]''': Qatar University (Qatar)<br /> <br /> * '''[http://www.isical.ac.in/~utpal/ Utpal Garain]''': Associate Professor, Indian Statistical Institute (India)<br /> <br /> * '''[http://www.sis.pitt.edu/~daqing/ Daqing He]''': Associate Professor, University of Pittsburgh<br /> <br /> * '''[http://www.umiacs.umd.edu/~hollingk Kristy Hollingshead]''' (2012): Researcher, Department of Defense<br /> <br /> * '''[http://www.cs.pitt.edu/~hwa/ Rebecca Hwa]''': Associate Professor, University of Pittsburgh<br /> <br /> * '''[http://www.mit.edu/~dajones/ Doug Jones]''': Lincoln Labs<br /> <br /> * '''[http://web.donga.ac.kr/yjko/ Youngjoong Ko]''': Dong A University (Korea)<br /> <br /> * '''Rebecca LaPlante''': Independent Consultant on Information Access<br /> <br /> * '''[http://faculty.washington.edu/levow/ Gina Levow]''': Assistant Professor, University of Washington<br /> <br /> * '''[http://www.umiacs.umd.edu/~lijunhui/ Junhui Li]'''<br /> <br /> * '''Saif Mohammad''': Research Officer, National Research Council (Canada)<br /> <br /> * '''[http://staff.science.uva.nl/~christof/ Christof Monz]''': Associate Professor, University of Amsterdam (The Netherlands)<br /> <br /> * '''[http://www.umiacs.umd.edu/~tsmoon/ Taesun Moon]''': Researcher, IBM TJ Watson Research Center<br /> <br /> * '''[http://comminfo.rutgers.edu/directory/smuresan/index.html Smaranda Muresan]''': Assistant Professor, Rutgers University<br /> <br /> * '''[http://www.umiacs.umd.edu/~hendra/ Hendra Setiawan]''': Researcher, IBM TJ Watson Research Center<br /> <br /> * '''Carolyn Sheffield''': Smithsonian Institute<br /> <br /> * '''[http://dbs.uni-leipzig.de/en/person/andreas_thor Andreas Thor]''': University of Leipzig (Germany)<br /> <br /> * '''[http://web.ntnu.edu.tw/~samtseng/ Yuen-Hsien Tseng]''': Research Fellow, National Taiwan Normal University (Taiwan)<br /> <br /> * '''[http://www.ldc.usb.ve/~mvidal/ Maria Esther Vidal]''': Professor, Universidad Simon Bolivar (Venezuela)<br /> <br /> * '''[http://www.umiacs.umd.edu/~ewagner/ Earl J. Wagner]''': Google<br /> <br /> * '''[http://www.williamwebber.com/ William Webber]''': Consultant, Melbourne (Australia)<br /> <br /> * '''[http://research.microsoft.com/en-us/um/people/ryenw/ Ryen White]''': Researcher, Microsoft Research<br /> <br /> * '''[http://mlg.eng.cam.ac.uk/sinead/ Sinead Williamson]''' (2011): Postdoc, Carnegie Mellon University<br /> <br /> * '''Adnan Yahya''': Birzeit University (Palestine)<br /> <br /> * '''[http://www.sis.pitt.edu/~vladimir/ Vladimir Zadorozhny]''': Associate Professor, University of Pittsburgh<br /> <br /> * '''[http://ufal.mff.cuni.cz/~zeman/en/ Daniel Zeman]''': Researcher, Charles University (Czech Republic)<br /> <br /> ===Ph.D. Students===<br /> <br /> * '''[http://www.cs.utah.edu/~arvind/ Arvind Agarwal]''': Researcher, Xerox Research<br /> <br /> *'''[http://www.cs.umd.edu/~nima/ Nima Asadi]'''<br /> <br /> * '''Necip Fazil Ayan''': SRI<br /> <br /> * '''Laura Bright''' (2003): McAfee<br /> <br /> * '''[http://www.cs.ntou.edu.tw/CSWebPage/eng/teachers.php Ya-Hui Chang]''': Associate Professor, National Taiwan Ocean University, Keelung, Taiwan<br /> <br /> * '''Waiyian Chong''': Yuan<br /> <br /> * '''[http://www.qcri.qa/kareem-darwish/ Kareem Darwish]''': Qatar Computing Research Institute (Qatar) <br /> <br /> * '''Dina Demner-Fushman''': National Library of Medicine<br /> <br /> * '''[http://www.cs.gwu.edu/people/faculty/811 Mona Diab]''' Associate Professor, George Washington University<br /> <br /> * '''[http://www.cs.cmu.edu/~cdyer/ Chris Dyer]''' Assistant Professor, Carnegie Mellon University<br /> <br /> * '''[http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman]''' VP <br /> <br /> * '''[http://www.ieleta.com/en/ Irene Eleta]''': <br /> <br /> * '''Denis Filimonov''': FactSet<br /> <br /> * '''Sergey Golitsynskiy'''<br /> <br /> * '''[http://www.umiacs.umd.edu/~amit/ Amit Goyal]''': Yahoo! Research<br /> <br /> * '''Rebecca Green''': Library of Congress<br /> <br /> * '''Stephan Greene''': Lead Engineer for NLP, Data Science, Text Analytics at Sprinklr<br /> <br /> * '''[http://www.cs.umd.edu/~rguerra/ Raul David Guerra]''': Ph.D. student, Department of Computer Science<br /> * '''Nizar Habash''': Research Scientist, Columbia University<br /> <br /> * '''[http://www.cs.umd.edu/~hardisty/ Eric Hardisty]''': DoD<br /> <br /> * '''[http://www.cs.umd.edu/~zqhuang/ Zhongqiang Huang]''': BBN<br /> <br /> * '''[http://www.cs.umd.edu/~changhu/ Chang Hu]'''<br /> <br /> * '''[http://www.cs.umd.edu/~ynhu Yuening Hu]''': Research Scientist, Yahoo! Labs<br /> <br /> * '''[http://www.umiacs.umd.edu/~jags/ Jagadeesh Jagarlamudi]''': Researcher, IBM TJ Watson Research Center<br /> <br /> * '''Darsana P. Josyula'''<br /> <br /> * '''Maria Katsova''': Microsoft Research<br /> <br /> * '''Jinmook Kim''': Kangnam University (Korea)<br /> <br /> * '''Okan Kolak''': Google<br /> <br /> * '''[http://ling.umd.edu/~yakov/ Yakov Kronrod]''': Postdoc, University of Pennsylvania<br /> <br /> * '''[http://www.umiacs.umd.edu/~abhishek/ Abhishek Kumar]''': Researcher, IBM TJ Watson Research Center<br /> <br /> * '''Grecia Lapizco'''<br /> <br /> * '''[http://www.ncbi.nlm.nih.gov/CBBresearch/Fellows/AdamLee/ Adam (Woei-Jyh) Lee]''': (2009) Postdoc Fellow, National Institutes of Health-&gt;Smith School of Business, University of Maryland<br /> <br /> * '''[https://alopez.github.io/ Adam Lopez]''': Reader, University of Edinburgh<br /> <br /> * '''Jun Luo'''<br /> <br /> * '''[http://www.desilinguist.org Nitin Madnani]''': Research Scientist, ETS<br /> <br /> * '''[http://www1.ccls.columbia.edu/~ymarton/ Yuval Marton]''': Microsoft<br /> <br /> * '''Joseph Naft'''<br /> <br /> * '''[http://www.cs.umd.edu/~vietan/ Viet-An Nguyen]''': Facebook<br /> <br /> * '''Levon Mkrtchyan'''<br /> <br /> * '''J. Scott Olsson''': Assistant Professor, Wyoming Catholic College<br /> <br /> * '''[http://ling.umd.edu/~naho/ Naho Orita]''': Research Assistant Professor, Tohoku University<br /> <br /> * '''[http://www.socsci.uci.edu/~lpearl/ Lisa Pearl]''': Associate Professor, UC Irvine<br /> <br /> * '''Stacy President Hobson''': IBM<br /> <br /> * '''Alejandro Rodriguez'''<br /> <br /> * '''Asad Sayeed''': Postdoc, University of the Saarland, Germany<br /> <br /> * '''Wade Shen''': MIT Lincoln Labs<br /> <br /> * '''Matthew Snover''': Postdoc, CUNY<br /> <br /> * '''Calandra Tate''': West Point<br /> <br /> * '''Scott Thomas''': Navy Research Labs<br /> <br /> * '''[http://www.cs.umd.edu/~fture/ Ferhan Ture]''': BBN<br /> <br /> * '''Clare Voss''': Army Research Labs<br /> <br /> * '''Nate Waisbrot'''<br /> <br /> * '''[http://www.acsu.buffalo.edu/~jw254/ Jianqiang Wang]''': Associate Professor, University at Buffalo, State University of New York<br /> <br /> * '''[http://www.cs.umd.edu/~lidan/ Lidan Wang]''': Postdoc, University of Illinois<br /> <br /> * '''[http://www.cs.umd.edu/~wsc/ Shanchan Wu]''' (2012): HP Labs<br /> <br /> * '''[http://www.csc.lsu.edu/~wuyj/ Yejun Wu]''': Associate Professor, Louisiana State University<br /> <br /> * '''Yao Wu''' (2009): Microsoft<br /> <br /> * '''David Zajic''': Univeristy of Maryland / CASL<br /> <br /> <br /> ===MS Students===<br /> <br /> * '''David Alexander''': BBN<br /> <br /> * '''Aitziber Atutxa''': Univ of the Basque Country<br /> <br /> * '''Clara Cabezas'''<br /> <br /> * '''Jacob Devlin''': BBN<br /> <br /> * '''Peter Enns'''<br /> <br /> * '''Ed Kenschaft'''<br /> <br /> * '''Govind Kothari''': eBay<br /> <br /> * '''Grazia Russo-Lassner'''<br /> <br /> * '''Gregory Sanders'''<br /> <br /> * '''Aga Skotowski''': BBN<br /> <br /> * '''Ruth Sperer'''<br /> <br /> * '''Michael Subotin''': 3M Health Information Systems<br /> <br /> * '''Ke Wu''': Google<br /> <br /> ===Undergraduate Students===<br /> <br /> * '''Olivia Buzek''': PhD student, JHU<br /> <br /> * '''Aaron Elkiss''': PhD student, University of Michigan --&gt; Univ of Michigan Libraries<br /> <br /> * '''Andrew Fister'''<br /> <br /> * '''Ayelet Goldin'''<br /> <br /> * '''Gregory Marton''': PhD student, MIT --&gt; Google Research<br /> <br /> * '''Ederlyn Lacson''': Microsoft<br /> <br /> * '''Jesse Metcalf-Burton''': PhD from University of Michigan<br /> <br /> * '''Eric Nichols''': MS student, Nara Institute of Science and Technology, Japan<br /> <br /> * '''Noah Smith''': PhD from JHU --&gt; assistant prof --&gt; associate professor, CMU --&gt; associate professor, University of Washington<br /> <br /> * '''Jessica Stevens''': BBN<br /> <br /> * '''Michael Wasser'''</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=People&diff=828 2015-08-21T12:23:07Z

<p>Resnik: /* Emeritus Faculty */</p> <hr /> <div>== Faculty ==<br /> <br /> * '''[http://www.cs.umd.edu/~marine/ Marine Carpuat]''': Assistant Professor, Computer Science and UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III]''': Associate Professor, Computer Science, Linguistics and UMIACS<br /> <br /> * '''[http://lampsrv02.umiacs.umd.edu/projdb/person.php?id=2 David Doermann]''': Senior Research Scientist, UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~bonnie/ Bonnie J. Dorr]''': Professor Emerita, Computer Science and UMIACS<br /> <br /> * '''[http://www.ling.umd.edu/~nhf/ Naomi Feldman]''': Assistant Professor, Linguistics and UMIACS; Affiliate Assistant Professor, Computer Science and NACS<br /> <br /> * '''[http://www.vanessafriasmartinez.org/ Vanessa Frias-Martinez]''': Assistant Professor, the iSchool; Affiliate Assistant Professor, Computer Science<br /> <br /> * '''[http://www.glue.umd.edu/~oard/ Douglas W. Oard]''': Professor, the iSchool and UMIACS; Affiliate Professor, Computer Science and AMSC<br /> <br /> * '''[http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid]''': Professor, Smith School of Business and UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~resnik/ Philip Resnik]''': Professor, Linguistics and UMIACS; Affiliate Professor, Computer Science<br /> <br /> <br /> &lt;center&gt;[[Image:people_facpd.jpg|center|504px|x]]&lt;/center&gt;<br /> <br /> == Emeritus Faculty ==<br /> <br /> * '''[http://boydgraber.org/ Jordan Boyd-Graber]''': Assistant Professor, the iSchool and UMIACS; now at University of Colorado at Boulder<br /> <br /> * '''[http://www.umiacs.umd.edu/~mharper/ Mary Harper]''': Affiliate Research Professor, Computer Science, Electrical and Computer Engineering, and UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~jklavans/ Judith Klavans]''': Visiting Senior Research Scientist, UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin]''': Associate Professor, the iSchool and UMIACS, now at University of Waterloo.<br /> <br /> * '''[http://www.umiacs.umd.edu/~weinberg/ Amy Weinberg]''': Professor, Department of Linguistics and UMIACS<br /> <br /> ==Researchers and Post-Docs==<br /> <br /> * '''[http://www.umiacs.umd.edu/~hadi/ Hadi Amiri]'''<br /> * '''[http://ssli.ee.washington.edu/people/amittai/index.html Amittai Axelrod]'''<br /> * '''[http://www.umiacs.umd.edu/~jiaul/ Jiaul Paik]'''<br /> <br /> ==Graduate Students==<br /> <br /> * '''Mossaab Bagdouri''': Ph.D. Student, Department of Computer Science<br /> <br /> * '''[https://sites.google.com/site/snigdhac/ Snigdha Chaturvedi]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[https://www.linkedin.com/in/claudino Leonardo Claudino]''': Ph.D. Student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~ninggao/ Ning Gao]''': Ph.D. student, iSchool<br /> <br /> * '''[http://www.linkedin.com/pub/milad-gholami/55/35a/33a Milad Gholami]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''Jonathan Gluck''': Ph.D. Student, Department of Computer Science<br /> <br /> <br /> * '''[http://www.umiacs.umd.edu/~alvin/ Alvin Grissom II]''': Ph.D. student, the iSchool<br /> <br /> * '''[http://www.cs.umd.edu/~huah/ Hua He]''': Ph.D. Student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~hhe/ He He]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''Kasia Hitczenko''': Ph.D. Student, Department of Linguistics<br /> <br /> * '''[http://www.cs.umd.edu/~miyyer Mohit Iyyer]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~jiarong/ Jiarong Jiang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''John Morgan''': Ph.D. Student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~daithang/ Thang Nguyen]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''Sudha Rao''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://ling.umd.edu/~rachaelr/ Rachael Richardson]''': Ph.D. student, Department of Linguistics<br /> <br /> * '''[http://www.cs.umd.edu/~sayyadi/ Hassan Sayyadi]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://terpconnect.umd.edu/~rashmi/ Rashmi Sankepally]''': Masters student, iSchool<br /> <br /> * '''[http://terpconnect.umd.edu/~jyothikv/ Jyothi Vinjumur]''': Ph.D. student, iSchool<br /> <br /> * '''[http://www.umiacs.umd.edu/~peratham/ Peratham (Will) Wiriyathammabhum]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~ylwang/ Yulu Wang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://cs.umd.edu/~wwyang/ Weiwei Yang]<br /> <br /> * '''[http://terpconnect.umd.edu/~tanx/ Tan Xu]''', Ph.D. student, iSchool<br /> <br /> * '''Ke Zhai''': Ph.D. student, Department of Computer Science<br /> <br /> &lt;center&gt;[[Image:people_students.jpg|center|504px|x]]&lt;/center&gt;<br /> <br /> == CLIP Alumni ==<br /> <br /> ===Researchers and postdocs===<br /> <br /> * '''[http://boydgraber.org Jordan Boyd-Graber]''' (2010): Assistant Professor, University of Colorado at Boulder<br /> <br /> * '''[http://www.linkedin.com/in/maribromanolsen Mari Broman-Olsen]''': Microsoft<br /> <br /> * '''[http://www.isi.edu/~chiang/ David Chiang]''': Research Assistant Professor, University of Southern California/Information Sciences Institute<br /> <br /> * '''[http://faculty.qu.edu.qa/telsayed/ Tamer Elsayed]''': Qatar University (Qatar)<br /> <br /> * '''[http://www.isical.ac.in/~utpal/ Utpal Garain]''': Associate Professor, Indian Statistical Institute (India)<br /> <br /> * '''[http://www.sis.pitt.edu/~daqing/ Daqing He]''': Associate Professor, University of Pittsburgh<br /> <br /> * '''[http://www.umiacs.umd.edu/~hollingk Kristy Hollingshead]''' (2012): Researcher, Department of Defense<br /> <br /> * '''[http://www.cs.pitt.edu/~hwa/ Rebecca Hwa]''': Associate Professor, University of Pittsburgh<br /> <br /> * '''[http://www.mit.edu/~dajones/ Doug Jones]''': Lincoln Labs<br /> <br /> * '''[http://web.donga.ac.kr/yjko/ Youngjoong Ko]''': Dong A University (Korea)<br /> <br /> * '''Rebecca LaPlante''': Independent Consultant on Information Access<br /> <br /> * '''[http://faculty.washington.edu/levow/ Gina Levow]''': Assistant Professor, University of Washington<br /> <br /> * '''[http://www.umiacs.umd.edu/~lijunhui/ Junhui Li]'''<br /> <br /> * '''Saif Mohammad''': Research Officer, National Research Council (Canada)<br /> <br /> * '''[http://staff.science.uva.nl/~christof/ Christof Monz]''': Associate Professor, University of Amsterdam (The Netherlands)<br /> <br /> * '''[http://www.umiacs.umd.edu/~tsmoon/ Taesun Moon]''': Researcher, IBM TJ Watson Research Center<br /> <br /> * '''[http://comminfo.rutgers.edu/directory/smuresan/index.html Smaranda Muresan]''': Assistant Professor, Rutgers University<br /> <br /> * '''[http://www.umiacs.umd.edu/~hendra/ Hendra Setiawan]''': Researcher, IBM TJ Watson Research Center<br /> <br /> * '''Carolyn Sheffield''': Smithsonian Institute<br /> <br /> * '''[http://dbs.uni-leipzig.de/en/person/andreas_thor Andreas Thor]''': University of Leipzig (Germany)<br /> <br /> * '''[http://web.ntnu.edu.tw/~samtseng/ Yuen-Hsien Tseng]''': Research Fellow, National Taiwan Normal University (Taiwan)<br /> <br /> * '''[http://www.ldc.usb.ve/~mvidal/ Maria Esther Vidal]''': Professor, Universidad Simon Bolivar (Venezuela)<br /> <br /> * '''[http://www.umiacs.umd.edu/~ewagner/ Earl J. Wagner]''': Google<br /> <br /> * '''[http://www.williamwebber.com/ William Webber]''': Consultant, Melbourne (Australia)<br /> <br /> * '''[http://research.microsoft.com/en-us/um/people/ryenw/ Ryen White]''': Researcher, Microsoft Research<br /> <br /> * '''[http://mlg.eng.cam.ac.uk/sinead/ Sinead Williamson]''' (2011): Postdoc, Carnegie Mellon University<br /> <br /> * '''Adnan Yahya''': Birzeit University (Palestine)<br /> <br /> * '''[http://www.sis.pitt.edu/~vladimir/ Vladimir Zadorozhny]''': Associate Professor, University of Pittsburgh<br /> <br /> * '''[http://ufal.mff.cuni.cz/~zeman/en/ Daniel Zeman]''': Researcher, Charles University (Czech Republic)<br /> <br /> ===Ph.D. Students===<br /> <br /> * '''[http://www.cs.utah.edu/~arvind/ Arvind Agarwal]''': Researcher, Xerox Research<br /> <br /> *'''[http://www.cs.umd.edu/~nima/ Nima Asadi]'''<br /> <br /> * '''Necip Fazil Ayan''': SRI<br /> <br /> * '''Laura Bright''' (2003): McAfee<br /> <br /> * '''[http://www.cs.ntou.edu.tw/CSWebPage/eng/teachers.php Ya-Hui Chang]''': Associate Professor, National Taiwan Ocean University, Keelung, Taiwan<br /> <br /> * '''Waiyian Chong''': Yuan<br /> <br /> * '''[http://www.qcri.qa/kareem-darwish/ Kareem Darwish]''': Qatar Computing Research Institute (Qatar) <br /> <br /> * '''Dina Demner-Fushman''': National Library of Medicine<br /> <br /> * '''[http://www.cs.gwu.edu/people/faculty/811 Mona Diab]''' Associate Professor, George Washington University<br /> <br /> * '''[http://www.cs.cmu.edu/~cdyer/ Chris Dyer]''' Assistant Professor, Carnegie Mellon University<br /> <br /> * '''[http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman]''' VP <br /> <br /> * '''[http://www.ieleta.com/en/ Irene Eleta]''': <br /> <br /> * '''Denis Filimonov''': FactSet<br /> <br /> * '''Sergey Golitsynskiy'''<br /> <br /> * '''[http://www.umiacs.umd.edu/~amit/ Amit Goyal]''': Yahoo! Research<br /> <br /> * '''Rebecca Green''': Library of Congress<br /> <br /> * '''Stephan Greene''': Lead Engineer for NLP, Data Science, Text Analytics at Sprinklr<br /> <br /> * '''[http://www.cs.umd.edu/~rguerra/ Raul David Guerra]''': Ph.D. student, Department of Computer Science<br /> * '''Nizar Habash''': Research Scientist, Columbia University<br /> <br /> * '''[http://www.cs.umd.edu/~hardisty/ Eric Hardisty]''': DoD<br /> <br /> * '''[http://www.cs.umd.edu/~zqhuang/ Zhongqiang Huang]''': BBN<br /> <br /> * '''[http://www.cs.umd.edu/~changhu/ Chang Hu]'''<br /> <br /> * '''[http://www.cs.umd.edu/~ynhu Yuening Hu]''': Research Scientist, Yahoo! Labs<br /> <br /> * '''[http://www.umiacs.umd.edu/~jags/ Jagadeesh Jagarlamudi]''': Researcher, IBM TJ Watson Research Center<br /> <br /> * '''Darsana P. Josyula'''<br /> <br /> * '''Maria Katsova''': Microsoft Research<br /> <br /> * '''Jinmook Kim''': Kangnam University (Korea)<br /> <br /> * '''Okan Kolak''': Google<br /> <br /> * '''[http://ling.umd.edu/~yakov/ Yakov Kronrod]''': Postdoc, University of Pennsylvania<br /> <br /> * '''[http://www.umiacs.umd.edu/~abhishek/ Abhishek Kumar]''': Researcher, IBM TJ Watson Research Center<br /> <br /> * '''Grecia Lapizco'''<br /> <br /> * '''[http://www.ncbi.nlm.nih.gov/CBBresearch/Fellows/AdamLee/ Adam (Woei-Jyh) Lee]''': (2009) Postdoc Fellow, National Institutes of Health-&gt;Smith School of Business, University of Maryland<br /> <br /> * '''[https://alopez.github.io/ Adam Lopez]''': Reader, University of Edinburgh<br /> <br /> * '''Jun Luo'''<br /> <br /> * '''[http://www.desilinguist.org Nitin Madnani]''': Research Scientist, ETS<br /> <br /> * '''[http://www1.ccls.columbia.edu/~ymarton/ Yuval Marton]''': Microsoft<br /> <br /> * '''Joseph Naft'''<br /> <br /> * '''[http://www.cs.umd.edu/~vietan/ Viet-An Nguyen]''': Facebook<br /> <br /> * '''Levon Mkrtchyan'''<br /> <br /> * '''J. Scott Olsson''': Assistant Professor, Wyoming Catholic College<br /> <br /> * '''[http://ling.umd.edu/~naho/ Naho Orita]''': Research Assistant Professor, Tohoku University<br /> <br /> * '''[http://www.socsci.uci.edu/~lpearl/ Lisa Pearl]''': Associate Professor, UC Irvine<br /> <br /> * '''Stacy President Hobson''': IBM<br /> <br /> * '''Alejandro Rodriguez'''<br /> <br /> * '''Asad Sayeed''': Postdoc, University of the Saarland, Germany<br /> <br /> * '''Wade Shen''': MIT Lincoln Labs<br /> <br /> * '''Matthew Snover''': Postdoc, CUNY<br /> <br /> * '''Calandra Tate''': West Point<br /> <br /> * '''Scott Thomas''': Navy Research Labs<br /> <br /> * '''[http://www.cs.umd.edu/~fture/ Ferhan Ture]''': BBN<br /> <br /> * '''Clare Voss''': Army Research Labs<br /> <br /> * '''Nate Waisbrot'''<br /> <br /> * '''[http://www.acsu.buffalo.edu/~jw254/ Jianqiang Wang]''': Associate Professor, University at Buffalo, State University of New York<br /> <br /> * '''[http://www.cs.umd.edu/~lidan/ Lidan Wang]''': Postdoc, University of Illinois<br /> <br /> * '''[http://www.cs.umd.edu/~wsc/ Shanchan Wu]''' (2012): HP Labs<br /> <br /> * '''[http://www.csc.lsu.edu/~wuyj/ Yejun Wu]''': Associate Professor, Louisiana State University<br /> <br /> * '''Yao Wu''' (2009): Microsoft<br /> <br /> * '''David Zajic''': Univeristy of Maryland / CASL<br /> <br /> <br /> ===MS Students===<br /> <br /> * '''David Alexander''': BBN<br /> <br /> * '''Aitziber Atutxa''': Univ of the Basque Country<br /> <br /> * '''Clara Cabezas'''<br /> <br /> * '''Jacob Devlin''': BBN<br /> <br /> * '''Peter Enns'''<br /> <br /> * '''Ed Kenschaft'''<br /> <br /> * '''Govind Kothari''': eBay<br /> <br /> * '''Grazia Russo-Lassner'''<br /> <br /> * '''Gregory Sanders'''<br /> <br /> * '''Aga Skotowski''': BBN<br /> <br /> * '''Ruth Sperer'''<br /> <br /> * '''Michael Subotin''': 3M Health Information Systems<br /> <br /> * '''Ke Wu''': Google<br /> <br /> ===Undergraduate Students===<br /> <br /> * '''Olivia Buzek''': PhD student, JHU<br /> <br /> * '''Aaron Elkiss''': PhD student, University of Michigan --&gt; Univ of Michigan Libraries<br /> <br /> * '''Andrew Fister'''<br /> <br /> * '''Ayelet Goldin'''<br /> <br /> * '''Gregory Marton''': PhD student, MIT --&gt; Google Research<br /> <br /> * '''Ederlyn Lacson''': Microsoft<br /> <br /> * '''Jesse Metcalf-Burton''': PhD from University of Michigan<br /> <br /> * '''Eric Nichols''': MS student, Nara Institute of Science and Technology, Japan<br /> <br /> * '''Noah Smith''': PhD from JHU --&gt; assistant prof --&gt; associate professor, CMU --&gt; associate professor, University of Washington<br /> <br /> * '''Jessica Stevens''': BBN<br /> <br /> * '''Michael Wasser'''</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=People&diff=827 2015-08-21T12:22:25Z

<p>Resnik: </p> <hr /> <div>== Faculty ==<br /> <br /> * '''[http://www.cs.umd.edu/~marine/ Marine Carpuat]''': Assistant Professor, Computer Science and UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III]''': Associate Professor, Computer Science, Linguistics and UMIACS<br /> <br /> * '''[http://lampsrv02.umiacs.umd.edu/projdb/person.php?id=2 David Doermann]''': Senior Research Scientist, UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~bonnie/ Bonnie J. Dorr]''': Professor Emerita, Computer Science and UMIACS<br /> <br /> * '''[http://www.ling.umd.edu/~nhf/ Naomi Feldman]''': Assistant Professor, Linguistics and UMIACS; Affiliate Assistant Professor, Computer Science and NACS<br /> <br /> * '''[http://www.vanessafriasmartinez.org/ Vanessa Frias-Martinez]''': Assistant Professor, the iSchool; Affiliate Assistant Professor, Computer Science<br /> <br /> * '''[http://www.glue.umd.edu/~oard/ Douglas W. Oard]''': Professor, the iSchool and UMIACS; Affiliate Professor, Computer Science and AMSC<br /> <br /> * '''[http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid]''': Professor, Smith School of Business and UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~resnik/ Philip Resnik]''': Professor, Linguistics and UMIACS; Affiliate Professor, Computer Science<br /> <br /> <br /> &lt;center&gt;[[Image:people_facpd.jpg|center|504px|x]]&lt;/center&gt;<br /> <br /> == Emeritus Faculty ==<br /> <br /> * '''[http://boydgraber.org/ Jordan Boyd-Graber]''': Assistant Professor, the iSchool and UMIACS; now at University of Colorado at Boulder<br /> <br /> * '''[http://www.umiacs.umd.edu/~mharper/ Mary Harper]''': Affiliate Research Professor, Computer Science, Electrical and Computer Engineering, and UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~jklavans/ Judith Klavans]''': Visiting Senior Research Scientist, UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin]''': Associate Professor, the iSchool and UMIACS, ow at University of Waterloo.<br /> <br /> * '''[http://www.umiacs.umd.edu/~weinberg/ Amy Weinberg]''': Professor, Department of Linguistics and UMIACS<br /> <br /> ==Researchers and Post-Docs==<br /> <br /> * '''[http://www.umiacs.umd.edu/~hadi/ Hadi Amiri]'''<br /> * '''[http://ssli.ee.washington.edu/people/amittai/index.html Amittai Axelrod]'''<br /> * '''[http://www.umiacs.umd.edu/~jiaul/ Jiaul Paik]'''<br /> <br /> ==Graduate Students==<br /> <br /> * '''Mossaab Bagdouri''': Ph.D. Student, Department of Computer Science<br /> <br /> * '''[https://sites.google.com/site/snigdhac/ Snigdha Chaturvedi]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[https://www.linkedin.com/in/claudino Leonardo Claudino]''': Ph.D. Student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~ninggao/ Ning Gao]''': Ph.D. student, iSchool<br /> <br /> * '''[http://www.linkedin.com/pub/milad-gholami/55/35a/33a Milad Gholami]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''Jonathan Gluck''': Ph.D. Student, Department of Computer Science<br /> <br /> <br /> * '''[http://www.umiacs.umd.edu/~alvin/ Alvin Grissom II]''': Ph.D. student, the iSchool<br /> <br /> * '''[http://www.cs.umd.edu/~huah/ Hua He]''': Ph.D. Student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~hhe/ He He]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''Kasia Hitczenko''': Ph.D. Student, Department of Linguistics<br /> <br /> * '''[http://www.cs.umd.edu/~miyyer Mohit Iyyer]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~jiarong/ Jiarong Jiang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''John Morgan''': Ph.D. Student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~daithang/ Thang Nguyen]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''Sudha Rao''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://ling.umd.edu/~rachaelr/ Rachael Richardson]''': Ph.D. student, Department of Linguistics<br /> <br /> * '''[http://www.cs.umd.edu/~sayyadi/ Hassan Sayyadi]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://terpconnect.umd.edu/~rashmi/ Rashmi Sankepally]''': Masters student, iSchool<br /> <br /> * '''[http://terpconnect.umd.edu/~jyothikv/ Jyothi Vinjumur]''': Ph.D. student, iSchool<br /> <br /> * '''[http://www.umiacs.umd.edu/~peratham/ Peratham (Will) Wiriyathammabhum]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~ylwang/ Yulu Wang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://cs.umd.edu/~wwyang/ Weiwei Yang]<br /> <br /> * '''[http://terpconnect.umd.edu/~tanx/ Tan Xu]''', Ph.D. student, iSchool<br /> <br /> * '''Ke Zhai''': Ph.D. student, Department of Computer Science<br /> <br /> &lt;center&gt;[[Image:people_students.jpg|center|504px|x]]&lt;/center&gt;<br /> <br /> == CLIP Alumni ==<br /> <br /> ===Researchers and postdocs===<br /> <br /> * '''[http://boydgraber.org Jordan Boyd-Graber]''' (2010): Assistant Professor, University of Colorado at Boulder<br /> <br /> * '''[http://www.linkedin.com/in/maribromanolsen Mari Broman-Olsen]''': Microsoft<br /> <br /> * '''[http://www.isi.edu/~chiang/ David Chiang]''': Research Assistant Professor, University of Southern California/Information Sciences Institute<br /> <br /> * '''[http://faculty.qu.edu.qa/telsayed/ Tamer Elsayed]''': Qatar University (Qatar)<br /> <br /> * '''[http://www.isical.ac.in/~utpal/ Utpal Garain]''': Associate Professor, Indian Statistical Institute (India)<br /> <br /> * '''[http://www.sis.pitt.edu/~daqing/ Daqing He]''': Associate Professor, University of Pittsburgh<br /> <br /> * '''[http://www.umiacs.umd.edu/~hollingk Kristy Hollingshead]''' (2012): Researcher, Department of Defense<br /> <br /> * '''[http://www.cs.pitt.edu/~hwa/ Rebecca Hwa]''': Associate Professor, University of Pittsburgh<br /> <br /> * '''[http://www.mit.edu/~dajones/ Doug Jones]''': Lincoln Labs<br /> <br /> * '''[http://web.donga.ac.kr/yjko/ Youngjoong Ko]''': Dong A University (Korea)<br /> <br /> * '''Rebecca LaPlante''': Independent Consultant on Information Access<br /> <br /> * '''[http://faculty.washington.edu/levow/ Gina Levow]''': Assistant Professor, University of Washington<br /> <br /> * '''[http://www.umiacs.umd.edu/~lijunhui/ Junhui Li]'''<br /> <br /> * '''Saif Mohammad''': Research Officer, National Research Council (Canada)<br /> <br /> * '''[http://staff.science.uva.nl/~christof/ Christof Monz]''': Associate Professor, University of Amsterdam (The Netherlands)<br /> <br /> * '''[http://www.umiacs.umd.edu/~tsmoon/ Taesun Moon]''': Researcher, IBM TJ Watson Research Center<br /> <br /> * '''[http://comminfo.rutgers.edu/directory/smuresan/index.html Smaranda Muresan]''': Assistant Professor, Rutgers University<br /> <br /> * '''[http://www.umiacs.umd.edu/~hendra/ Hendra Setiawan]''': Researcher, IBM TJ Watson Research Center<br /> <br /> * '''Carolyn Sheffield''': Smithsonian Institute<br /> <br /> * '''[http://dbs.uni-leipzig.de/en/person/andreas_thor Andreas Thor]''': University of Leipzig (Germany)<br /> <br /> * '''[http://web.ntnu.edu.tw/~samtseng/ Yuen-Hsien Tseng]''': Research Fellow, National Taiwan Normal University (Taiwan)<br /> <br /> * '''[http://www.ldc.usb.ve/~mvidal/ Maria Esther Vidal]''': Professor, Universidad Simon Bolivar (Venezuela)<br /> <br /> * '''[http://www.umiacs.umd.edu/~ewagner/ Earl J. Wagner]''': Google<br /> <br /> * '''[http://www.williamwebber.com/ William Webber]''': Consultant, Melbourne (Australia)<br /> <br /> * '''[http://research.microsoft.com/en-us/um/people/ryenw/ Ryen White]''': Researcher, Microsoft Research<br /> <br /> * '''[http://mlg.eng.cam.ac.uk/sinead/ Sinead Williamson]''' (2011): Postdoc, Carnegie Mellon University<br /> <br /> * '''Adnan Yahya''': Birzeit University (Palestine)<br /> <br /> * '''[http://www.sis.pitt.edu/~vladimir/ Vladimir Zadorozhny]''': Associate Professor, University of Pittsburgh<br /> <br /> * '''[http://ufal.mff.cuni.cz/~zeman/en/ Daniel Zeman]''': Researcher, Charles University (Czech Republic)<br /> <br /> ===Ph.D. Students===<br /> <br /> * '''[http://www.cs.utah.edu/~arvind/ Arvind Agarwal]''': Researcher, Xerox Research<br /> <br /> *'''[http://www.cs.umd.edu/~nima/ Nima Asadi]'''<br /> <br /> * '''Necip Fazil Ayan''': SRI<br /> <br /> * '''Laura Bright''' (2003): McAfee<br /> <br /> * '''[http://www.cs.ntou.edu.tw/CSWebPage/eng/teachers.php Ya-Hui Chang]''': Associate Professor, National Taiwan Ocean University, Keelung, Taiwan<br /> <br /> * '''Waiyian Chong''': Yuan<br /> <br /> * '''[http://www.qcri.qa/kareem-darwish/ Kareem Darwish]''': Qatar Computing Research Institute (Qatar) <br /> <br /> * '''Dina Demner-Fushman''': National Library of Medicine<br /> <br /> * '''[http://www.cs.gwu.edu/people/faculty/811 Mona Diab]''' Associate Professor, George Washington University<br /> <br /> * '''[http://www.cs.cmu.edu/~cdyer/ Chris Dyer]''' Assistant Professor, Carnegie Mellon University<br /> <br /> * '''[http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman]''' VP <br /> <br /> * '''[http://www.ieleta.com/en/ Irene Eleta]''': <br /> <br /> * '''Denis Filimonov''': FactSet<br /> <br /> * '''Sergey Golitsynskiy'''<br /> <br /> * '''[http://www.umiacs.umd.edu/~amit/ Amit Goyal]''': Yahoo! Research<br /> <br /> * '''Rebecca Green''': Library of Congress<br /> <br /> * '''Stephan Greene''': Lead Engineer for NLP, Data Science, Text Analytics at Sprinklr<br /> <br /> * '''[http://www.cs.umd.edu/~rguerra/ Raul David Guerra]''': Ph.D. student, Department of Computer Science<br /> * '''Nizar Habash''': Research Scientist, Columbia University<br /> <br /> * '''[http://www.cs.umd.edu/~hardisty/ Eric Hardisty]''': DoD<br /> <br /> * '''[http://www.cs.umd.edu/~zqhuang/ Zhongqiang Huang]''': BBN<br /> <br /> * '''[http://www.cs.umd.edu/~changhu/ Chang Hu]'''<br /> <br /> * '''[http://www.cs.umd.edu/~ynhu Yuening Hu]''': Research Scientist, Yahoo! Labs<br /> <br /> * '''[http://www.umiacs.umd.edu/~jags/ Jagadeesh Jagarlamudi]''': Researcher, IBM TJ Watson Research Center<br /> <br /> * '''Darsana P. Josyula'''<br /> <br /> * '''Maria Katsova''': Microsoft Research<br /> <br /> * '''Jinmook Kim''': Kangnam University (Korea)<br /> <br /> * '''Okan Kolak''': Google<br /> <br /> * '''[http://ling.umd.edu/~yakov/ Yakov Kronrod]''': Postdoc, University of Pennsylvania<br /> <br /> * '''[http://www.umiacs.umd.edu/~abhishek/ Abhishek Kumar]''': Researcher, IBM TJ Watson Research Center<br /> <br /> * '''Grecia Lapizco'''<br /> <br /> * '''[http://www.ncbi.nlm.nih.gov/CBBresearch/Fellows/AdamLee/ Adam (Woei-Jyh) Lee]''': (2009) Postdoc Fellow, National Institutes of Health-&gt;Smith School of Business, University of Maryland<br /> <br /> * '''[https://alopez.github.io/ Adam Lopez]''': Reader, University of Edinburgh<br /> <br /> * '''Jun Luo'''<br /> <br /> * '''[http://www.desilinguist.org Nitin Madnani]''': Research Scientist, ETS<br /> <br /> * '''[http://www1.ccls.columbia.edu/~ymarton/ Yuval Marton]''': Microsoft<br /> <br /> * '''Joseph Naft'''<br /> <br /> * '''[http://www.cs.umd.edu/~vietan/ Viet-An Nguyen]''': Facebook<br /> <br /> * '''Levon Mkrtchyan'''<br /> <br /> * '''J. Scott Olsson''': Assistant Professor, Wyoming Catholic College<br /> <br /> * '''[http://ling.umd.edu/~naho/ Naho Orita]''': Research Assistant Professor, Tohoku University<br /> <br /> * '''[http://www.socsci.uci.edu/~lpearl/ Lisa Pearl]''': Associate Professor, UC Irvine<br /> <br /> * '''Stacy President Hobson''': IBM<br /> <br /> * '''Alejandro Rodriguez'''<br /> <br /> * '''Asad Sayeed''': Postdoc, University of the Saarland, Germany<br /> <br /> * '''Wade Shen''': MIT Lincoln Labs<br /> <br /> * '''Matthew Snover''': Postdoc, CUNY<br /> <br /> * '''Calandra Tate''': West Point<br /> <br /> * '''Scott Thomas''': Navy Research Labs<br /> <br /> * '''[http://www.cs.umd.edu/~fture/ Ferhan Ture]''': BBN<br /> <br /> * '''Clare Voss''': Army Research Labs<br /> <br /> * '''Nate Waisbrot'''<br /> <br /> * '''[http://www.acsu.buffalo.edu/~jw254/ Jianqiang Wang]''': Associate Professor, University at Buffalo, State University of New York<br /> <br /> * '''[http://www.cs.umd.edu/~lidan/ Lidan Wang]''': Postdoc, University of Illinois<br /> <br /> * '''[http://www.cs.umd.edu/~wsc/ Shanchan Wu]''' (2012): HP Labs<br /> <br /> * '''[http://www.csc.lsu.edu/~wuyj/ Yejun Wu]''': Associate Professor, Louisiana State University<br /> <br /> * '''Yao Wu''' (2009): Microsoft<br /> <br /> * '''David Zajic''': Univeristy of Maryland / CASL<br /> <br /> <br /> ===MS Students===<br /> <br /> * '''David Alexander''': BBN<br /> <br /> * '''Aitziber Atutxa''': Univ of the Basque Country<br /> <br /> * '''Clara Cabezas'''<br /> <br /> * '''Jacob Devlin''': BBN<br /> <br /> * '''Peter Enns'''<br /> <br /> * '''Ed Kenschaft'''<br /> <br /> * '''Govind Kothari''': eBay<br /> <br /> * '''Grazia Russo-Lassner'''<br /> <br /> * '''Gregory Sanders'''<br /> <br /> * '''Aga Skotowski''': BBN<br /> <br /> * '''Ruth Sperer'''<br /> <br /> * '''Michael Subotin''': 3M Health Information Systems<br /> <br /> * '''Ke Wu''': Google<br /> <br /> ===Undergraduate Students===<br /> <br /> * '''Olivia Buzek''': PhD student, JHU<br /> <br /> * '''Aaron Elkiss''': PhD student, University of Michigan --&gt; Univ of Michigan Libraries<br /> <br /> * '''Andrew Fister'''<br /> <br /> * '''Ayelet Goldin'''<br /> <br /> * '''Gregory Marton''': PhD student, MIT --&gt; Google Research<br /> <br /> * '''Ederlyn Lacson''': Microsoft<br /> <br /> * '''Jesse Metcalf-Burton''': PhD from University of Michigan<br /> <br /> * '''Eric Nichols''': MS student, Nara Institute of Science and Technology, Japan<br /> <br /> * '''Noah Smith''': PhD from JHU --&gt; assistant prof --&gt; associate professor, CMU --&gt; associate professor, University of Washington<br /> <br /> * '''Jessica Stevens''': BBN<br /> <br /> * '''Michael Wasser'''</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=People&diff=821 2015-02-18T23:36:12Z

<p>Resnik: /* MS Students */</p> <hr /> <div>== Faculty ==<br /> <br /> * '''[http://www.cs.umd.edu/~marine/ Marine Carpuat]''': Assistant Professor, Computer Science and UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III]''': Associate Professor, Computer Science, Linguistics and UMIACS<br /> <br /> * '''[http://lampsrv02.umiacs.umd.edu/projdb/person.php?id=2 David Doermann]''': Senior Research Scientist, UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~bonnie/ Bonnie J. Dorr]''': Professor Emerita, Computer Science and UMIACS<br /> <br /> * '''[http://www.ling.umd.edu/~nhf/ Naomi Feldman]''': Assistant Professor, Linguistics and UMIACS; Affiliate Assistant Professor, Computer Science<br /> <br /> * '''[http://www.vanessafriasmartinez.org/ Vanessa Frias-Martinez]''': Assistant Professor, the iSchool; Affiliate Assistant Professor, Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin]''': Associate Professor, the iSchool and UMIACS<br /> <br /> * '''[http://www.glue.umd.edu/~oard/ Douglas W. Oard]''': Professor, the iSchool and UMIACS; Affiliate Professor, Computer Science and AMSC<br /> <br /> * '''[http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid]''': Professor, Smith School of Business and UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~resnik/ Philip Resnik]''': Professor, Linguistics and UMIACS; Affiliate Professor, Computer Science<br /> <br /> <br /> &lt;center&gt;[[Image:people_facpd.jpg|center|504px|x]]&lt;/center&gt;<br /> <br /> == Emeritus Faculty ==<br /> <br /> * '''[http://boydgraber.org/ Jordan Boyd-Graber]''': Assistant Professor, the iSchool and UMIACS; now at University of Colorado at Boulder<br /> <br /> * '''[http://www.umiacs.umd.edu/~mharper/ Mary Harper]''': Affiliate Research Professor, Computer Science, Electrical and Computer Engineering, and UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~jklavans/ Judith Klavans]''': Visiting Senior Research Scientist, UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~weinberg/ Amy Weinberg]''': Professor, Department of Linguistics and UMIACS<br /> <br /> ==Researchers and Post-Docs==<br /> <br /> * '''[http://www.umiacs.umd.edu/~hadi/ Hadi Amiri]'''<br /> * '''[http://ssli.ee.washington.edu/people/amittai/index.html Amittai Axelrod]'''<br /> * '''[http://www.umiacs.umd.edu/~jiaul/ Jiaul Paik]'''<br /> <br /> ==Graduate Students==<br /> <br /> * '''Mossaab Bagdouri''': Ph.D. Student, Department of Computer Science<br /> <br /> * '''[https://sites.google.com/site/snigdhac/ Snigdha Chaturvedi]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[https://www.linkedin.com/in/claudino Leonardo Claudino]''': Ph.D. Student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~ninggao/ Ning Gao]''': Ph.D. student, iSchool<br /> <br /> * '''[http://www.linkedin.com/pub/milad-gholami/55/35a/33a Milad Gholami]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''Jonathan Gluck''': Ph.D. Student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~rguerra/ Raul David Guerra]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~alvin/ Alvin Grissom II]''': Ph.D. student, the iSchool<br /> <br /> * '''[http://www.cs.umd.edu/~huah/ Hua He]''': Ph.D. Student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~hhe/ He He]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''Kasia Hitczenko''': Ph.D. Student, Department of Linguistics<br /> <br /> * '''[http://www.cs.umd.edu/~miyyer Mohit Iyyer]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~jiarong/ Jiarong Jiang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''John Morgan''': Ph.D. Student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~vietan/ Viet-An Nguyen]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~daithang/ Thang Nguyen]''': Ph.D. student, the iSchool<br /> <br /> * '''[http://ling.umd.edu/~naho/ Naho Orita]''': Ph.D. student, Department of Linguistics<br /> <br /> * '''Sudha Rao''': Ph.D. student, Department of Computer Science<br /> <br /> * '''Rachael Richardson''': Ph.D. student, Department of Linguistics<br /> <br /> * '''[http://www.cs.umd.edu/~sayyadi/ Hassan Sayyadi]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://terpconnect.umd.edu/~rashmi/ Rashmi Sankepally]''': Masters student, iSchool<br /> <br /> * '''[http://terpconnect.umd.edu/~jyothikv/ Jyothi Vinjumur]''': Ph.D. student, iSchool<br /> <br /> * '''[http://www.umiacs.umd.edu/~peratham/ Peratham (Will) Wiriyathammabhum]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~ylwang/ Yulu Wang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://terpconnect.umd.edu/~tanx/ Tan Xu]''', Ph.D. student, iSchool<br /> <br /> * '''Ke Zhai''': Ph.D. student, Department of Computer Science<br /> <br /> &lt;center&gt;[[Image:people_students.jpg|center|504px|x]]&lt;/center&gt;<br /> <br /> == CLIP Alumni ==<br /> <br /> ===Researchers and postdocs===<br /> <br /> * '''[http://boydgraber.org Jordan Boyd-Graber]''' (2010): Assistant Professor, University of Colorado at Boulder<br /> <br /> * '''[http://www.linkedin.com/in/maribromanolsen Mari Broman-Olsen]''': Microsoft<br /> <br /> * '''[http://www.isi.edu/~chiang/ David Chiang]''': Research Assistant Professor, University of Southern California/Information Sciences Institute<br /> <br /> * '''[http://faculty.qu.edu.qa/telsayed/ Tamer Elsayed]''': Qatar University (Qatar)<br /> <br /> * '''[http://www.isical.ac.in/~utpal/ Utpal Garain]''': Associate Professor, Indian Statistical Institute (India)<br /> <br /> * '''[http://www.sis.pitt.edu/~daqing/ Daqing He]''': Associate Professor, University of Pittsburgh<br /> <br /> * '''[http://www.umiacs.umd.edu/~hollingk Kristy Hollingshead]''' (2012): Researcher, Department of Defense<br /> <br /> * '''[http://www.cs.pitt.edu/~hwa/ Rebecca Hwa]''': Associate Professor, University of Pittsburgh<br /> <br /> * '''[http://www.mit.edu/~dajones/ Doug Jones]''': Lincoln Labs<br /> <br /> * '''[http://web.donga.ac.kr/yjko/ Youngjoong Ko]''': Dong A University (Korea)<br /> <br /> * '''Rebecca LaPlante''': Independent Consultant on Information Access<br /> <br /> * '''[http://faculty.washington.edu/levow/ Gina Levow]''': Assistant Professor, University of Washington<br /> <br /> * '''[http://www.umiacs.umd.edu/~lijunhui/ Junhui Li]'''<br /> <br /> * '''Saif Mohammad''': Research Officer, National Research Council (Canada)<br /> <br /> * '''[http://staff.science.uva.nl/~christof/ Christof Monz]''': Associate Professor, University of Amsterdam (The Netherlands)<br /> <br /> * '''[http://www.umiacs.umd.edu/~tsmoon/ Taesun Moon]''': Researcher, IBM TJ Watson Research Center<br /> <br /> * '''[http://comminfo.rutgers.edu/directory/smuresan/index.html Smaranda Muresan]''': Assistant Professor, Rutgers University<br /> <br /> * '''[http://www.umiacs.umd.edu/~hendra/ Hendra Setiawan]''': Researcher, IBM TJ Watson Research Center<br /> <br /> * '''Carolyn Sheffield''': Smithsonian Institute<br /> <br /> * '''[http://dbs.uni-leipzig.de/en/person/andreas_thor Andreas Thor]''': University of Leipzig (Germany)<br /> <br /> * '''[http://web.ntnu.edu.tw/~samtseng/ Yuen-Hsien Tseng]''': Research Fellow, National Taiwan Normal University (Taiwan)<br /> <br /> * '''[http://www.ldc.usb.ve/~mvidal/ Maria Esther Vidal]''': Professor, Universidad Simon Bolivar (Venezuela)<br /> <br /> * '''[http://www.umiacs.umd.edu/~ewagner/ Earl J. Wagner]''': Google<br /> <br /> * '''[http://www.williamwebber.com/ William Webber]''': Consultant, Melbourne (Australia)<br /> <br /> * '''[http://research.microsoft.com/en-us/um/people/ryenw/ Ryen White]''': Researcher, Microsoft Research<br /> <br /> * '''[http://mlg.eng.cam.ac.uk/sinead/ Sinead Williamson]''' (2011): Postdoc, Carnegie Mellon University<br /> <br /> * '''Adnan Yahya''': Birzeit University (Palestine)<br /> <br /> * '''[http://www.sis.pitt.edu/~vladimir/ Vladimir Zadorozhny]''': Associate Professor, University of Pittsburgh<br /> <br /> * '''[http://ufal.mff.cuni.cz/~zeman/en/ Daniel Zeman]''': Researcher, Charles University (Czech Republic)<br /> <br /> ===Ph.D. Students===<br /> <br /> * '''[http://www.cs.utah.edu/~arvind/ Arvind Agarwal]''': Researcher, Xerox Research<br /> <br /> *'''[http://www.cs.umd.edu/~nima/ Nima Asadi]'''<br /> <br /> * '''Necip Fazil Ayan''': SRI<br /> <br /> * '''Laura Bright''' (2003): McAfee<br /> <br /> * '''[http://www.cs.ntou.edu.tw/CSWebPage/eng/teachers.php Ya-Hui Chang]''': Associate Professor, National Taiwan Ocean University, Keelung, Taiwan<br /> <br /> * '''Waiyian Chong''': Yuan<br /> <br /> * '''[http://www.qcri.qa/kareem-darwish/ Kareem Darwish]''': Qatar Computing Research Institute (Qatar) <br /> <br /> * '''Dina Demner-Fushman''': National Library of Medicine<br /> <br /> * '''[http://www.cs.gwu.edu/people/faculty/811 Mona Diab]''' Associate Professor, George Washington University<br /> <br /> * '''[http://www.cs.cmu.edu/~cdyer/ Chris Dyer]''' Assistant Professor, Carnegie Mellon University<br /> <br /> * '''[http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman]'''<br /> <br /> * '''[http://www.ieleta.com/en/ Irene Eleta]''': <br /> <br /> * '''Denis Filimonov''': FactSet<br /> <br /> * '''Sergey Golitsynskiy'''<br /> <br /> * '''[http://www.umiacs.umd.edu/~amit/ Amit Goyal]''': Yahoo! Research<br /> <br /> * '''Rebecca Green''': Library of Congress<br /> <br /> * '''Stephan Greene''': CodeRyte Inc.<br /> <br /> * '''Nizar Habash''': Research Scientist, Columbia University<br /> <br /> * '''[http://www.cs.umd.edu/~hardisty/ Eric Hardisty]''': DoD<br /> <br /> * '''[http://www.cs.umd.edu/~zqhuang/ Zhongqiang Huang]''': BBN<br /> <br /> * '''[http://www.cs.umd.edu/~changhu/ Chang Hu]'''<br /> <br /> * '''[http://www.cs.umd.edu/~ynhu Yuening Hu]''': Research Scientist, Yahoo! Labs<br /> <br /> * '''[http://www.umiacs.umd.edu/~jags/ Jagadeesh Jagarlamudi]''': Researcher, IBM TJ Watson Research Center<br /> <br /> * '''Darsana P. Josyula'''<br /> <br /> * '''Maria Katsova''': Microsoft Research<br /> <br /> * '''Jinmook Kim''': Kangnam University (Korea)<br /> <br /> * '''Okan Kolak''': Google<br /> <br /> * '''[http://ling.umd.edu/~yakov/ Yakov Kronrod]''': Postdoc, University of Pennsylvania<br /> <br /> * '''[http://www.umiacs.umd.edu/~abhishek/ Abhishek Kumar]''': Researcher, IBM TJ Watson Research Center<br /> <br /> * '''Grecia Lapizco'''<br /> <br /> * '''[http://www.ncbi.nlm.nih.gov/CBBresearch/Fellows/AdamLee/ Adam (Woei-Jyh) Lee]''': (2009) Postdoc Fellow, National Institutes of Health-&gt;Smith School of Business, University of Maryland<br /> <br /> * '''[https://alopez.github.io/ Adam Lopez]''': Reader, University of Edinburgh<br /> <br /> * '''Jun Luo'''<br /> <br /> * '''[http://www.desilinguist.org Nitin Madnani]''': Research Scientist, ETS<br /> <br /> * '''[http://www1.ccls.columbia.edu/~ymarton/ Yuval Marton]''': IBM<br /> <br /> * '''Joseph Naft'''<br /> <br /> * '''Levon Mkrtchyan'''<br /> <br /> * '''J. Scott Olsson''': Assistant Professor, Wyoming Catholic College<br /> <br /> * '''[http://www.socsci.uci.edu/~lpearl/ Lisa Pearl]''': Associate Professor, UC Irvine<br /> <br /> * '''Stacy President Hobson''': IBM<br /> <br /> * '''Alejandro Rodriguez'''<br /> <br /> * '''Asad Sayeed''': Postdoc, University of the Saarland, Germany<br /> <br /> * '''Wade Shen''': MIT Lincoln Labs<br /> <br /> * '''Matthew Snover''': Postdoc, CUNY<br /> <br /> * '''Calandra Tate''': West Point<br /> <br /> * '''Scott Thomas''': Navy Research Labs<br /> <br /> * '''[http://www.cs.umd.edu/~fture/ Ferhan Ture]''': BBN<br /> <br /> * '''Clare Voss''': Army Research Labs<br /> <br /> * '''Nate Waisbrot'''<br /> <br /> * '''[http://www.acsu.buffalo.edu/~jw254/ Jianqiang Wang]''': Associate Professor, University at Buffalo, State University of New York<br /> <br /> * '''[http://www.cs.umd.edu/~lidan/ Lidan Wang]''': Postdoc, University of Illinois<br /> <br /> * '''[http://www.cs.umd.edu/~wsc/ Shanchan Wu]''' (2012): HP Labs<br /> <br /> * '''[http://www.csc.lsu.edu/~wuyj/ Yejun Wu]''': Associate Professor, Louisiana State University<br /> <br /> * '''Yao Wu''' (2009): Microsoft<br /> <br /> * '''David Zajic''': Univeristy of Maryland / CASL<br /> <br /> ===MS Students===<br /> <br /> * '''David Alexander''': BBN<br /> <br /> * '''Aitziber Atutxa''': Univ of the Basque Country<br /> <br /> * '''Clara Cabezas'''<br /> <br /> * '''Jacob Devlin''': BBN<br /> <br /> * '''Peter Enns'''<br /> <br /> * '''Ed Kenschaft'''<br /> <br /> * '''Govind Kothari''': eBay<br /> <br /> * '''Grazia Russo-Lassner'''<br /> <br /> * '''Gregory Sanders'''<br /> <br /> * '''Aga Skotowski''': BBN<br /> <br /> * '''Ruth Sperer'''<br /> <br /> * '''Michael Subotin''': 3M<br /> <br /> * '''Ke Wu''': Google<br /> <br /> ===Undergraduate Students===<br /> <br /> * '''Olivia Buzek''': PhD student, JHU<br /> <br /> * '''Aaron Elkiss''': PhD student, University of Michigan --&gt; Univ of Michigan Libraries<br /> <br /> * '''Andrew Fister'''<br /> <br /> * '''Ayelet Goldin'''<br /> <br /> * '''Gregory Marton''': PhD student, MIT --&gt; Google Research<br /> <br /> * '''Ederlyn Lacson''': Microsoft<br /> <br /> * '''Jesse Metcalf-Burton''': PhD from University of Michigan<br /> <br /> * '''Eric Nichols''': MS student, Nara Institute of Science and Technology, Japan<br /> <br /> * '''Noah Smith''': PhD from JHU --&gt; assistant prof --&gt; associate professor, CMU<br /> <br /> * '''Jessica Stevens''': BBN<br /> <br /> * '''Michael Wasser'''</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=People&diff=820 2015-02-18T23:32:47Z

<p>Resnik: /* Graduate Students */</p> <hr /> <div>== Faculty ==<br /> <br /> * '''[http://www.cs.umd.edu/~marine/ Marine Carpuat]''': Assistant Professor, Computer Science and UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III]''': Associate Professor, Computer Science, Linguistics and UMIACS<br /> <br /> * '''[http://lampsrv02.umiacs.umd.edu/projdb/person.php?id=2 David Doermann]''': Senior Research Scientist, UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~bonnie/ Bonnie J. Dorr]''': Professor Emerita, Computer Science and UMIACS<br /> <br /> * '''[http://www.ling.umd.edu/~nhf/ Naomi Feldman]''': Assistant Professor, Linguistics and UMIACS; Affiliate Assistant Professor, Computer Science<br /> <br /> * '''[http://www.vanessafriasmartinez.org/ Vanessa Frias-Martinez]''': Assistant Professor, the iSchool; Affiliate Assistant Professor, Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin]''': Associate Professor, the iSchool and UMIACS<br /> <br /> * '''[http://www.glue.umd.edu/~oard/ Douglas W. Oard]''': Professor, the iSchool and UMIACS; Affiliate Professor, Computer Science and AMSC<br /> <br /> * '''[http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid]''': Professor, Smith School of Business and UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~resnik/ Philip Resnik]''': Professor, Linguistics and UMIACS; Affiliate Professor, Computer Science<br /> <br /> <br /> &lt;center&gt;[[Image:people_facpd.jpg|center|504px|x]]&lt;/center&gt;<br /> <br /> == Emeritus Faculty ==<br /> <br /> * '''[http://boydgraber.org/ Jordan Boyd-Graber]''': Assistant Professor, the iSchool and UMIACS; now at University of Colorado at Boulder<br /> <br /> * '''[http://www.umiacs.umd.edu/~mharper/ Mary Harper]''': Affiliate Research Professor, Computer Science, Electrical and Computer Engineering, and UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~jklavans/ Judith Klavans]''': Visiting Senior Research Scientist, UMIACS<br /> <br /> * '''[http://www.umiacs.umd.edu/~weinberg/ Amy Weinberg]''': Professor, Department of Linguistics and UMIACS<br /> <br /> ==Researchers and Post-Docs==<br /> <br /> * '''[http://www.umiacs.umd.edu/~hadi/ Hadi Amiri]'''<br /> * '''[http://ssli.ee.washington.edu/people/amittai/index.html Amittai Axelrod]'''<br /> * '''[http://www.umiacs.umd.edu/~jiaul/ Jiaul Paik]'''<br /> <br /> ==Graduate Students==<br /> <br /> * '''Mossaab Bagdouri''': Ph.D. Student, Department of Computer Science<br /> <br /> * '''[https://sites.google.com/site/snigdhac/ Snigdha Chaturvedi]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[https://www.linkedin.com/in/claudino Leonardo Claudino]''': Ph.D. Student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~ninggao/ Ning Gao]''': Ph.D. student, iSchool<br /> <br /> * '''[http://www.linkedin.com/pub/milad-gholami/55/35a/33a Milad Gholami]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''Jonathan Gluck''': Ph.D. Student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~rguerra/ Raul David Guerra]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~alvin/ Alvin Grissom II]''': Ph.D. student, the iSchool<br /> <br /> * '''[http://www.cs.umd.edu/~huah/ Hua He]''': Ph.D. Student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~hhe/ He He]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''Kasia Hitczenko''': Ph.D. Student, Department of Linguistics<br /> <br /> * '''[http://www.cs.umd.edu/~miyyer Mohit Iyyer]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~jiarong/ Jiarong Jiang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''John Morgan''': Ph.D. Student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~vietan/ Viet-An Nguyen]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~daithang/ Thang Nguyen]''': Ph.D. student, the iSchool<br /> <br /> * '''[http://ling.umd.edu/~naho/ Naho Orita]''': Ph.D. student, Department of Linguistics<br /> <br /> * '''Sudha Rao''': Ph.D. student, Department of Computer Science<br /> <br /> * '''Rachael Richardson''': Ph.D. student, Department of Linguistics<br /> <br /> * '''[http://www.cs.umd.edu/~sayyadi/ Hassan Sayyadi]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://terpconnect.umd.edu/~rashmi/ Rashmi Sankepally]''': Masters student, iSchool<br /> <br /> * '''[http://terpconnect.umd.edu/~jyothikv/ Jyothi Vinjumur]''': Ph.D. student, iSchool<br /> <br /> * '''[http://www.umiacs.umd.edu/~peratham/ Peratham (Will) Wiriyathammabhum]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~ylwang/ Yulu Wang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://terpconnect.umd.edu/~tanx/ Tan Xu]''', Ph.D. student, iSchool<br /> <br /> * '''Ke Zhai''': Ph.D. student, Department of Computer Science<br /> <br /> &lt;center&gt;[[Image:people_students.jpg|center|504px|x]]&lt;/center&gt;<br /> <br /> == CLIP Alumni ==<br /> <br /> ===Researchers and postdocs===<br /> <br /> * '''[http://boydgraber.org Jordan Boyd-Graber]''' (2010): Assistant Professor, University of Colorado at Boulder<br /> <br /> * '''[http://www.linkedin.com/in/maribromanolsen Mari Broman-Olsen]''': Microsoft<br /> <br /> * '''[http://www.isi.edu/~chiang/ David Chiang]''': Research Assistant Professor, University of Southern California/Information Sciences Institute<br /> <br /> * '''[http://faculty.qu.edu.qa/telsayed/ Tamer Elsayed]''': Qatar University (Qatar)<br /> <br /> * '''[http://www.isical.ac.in/~utpal/ Utpal Garain]''': Associate Professor, Indian Statistical Institute (India)<br /> <br /> * '''[http://www.sis.pitt.edu/~daqing/ Daqing He]''': Associate Professor, University of Pittsburgh<br /> <br /> * '''[http://www.umiacs.umd.edu/~hollingk Kristy Hollingshead]''' (2012): Researcher, Department of Defense<br /> <br /> * '''[http://www.cs.pitt.edu/~hwa/ Rebecca Hwa]''': Associate Professor, University of Pittsburgh<br /> <br /> * '''[http://www.mit.edu/~dajones/ Doug Jones]''': Lincoln Labs<br /> <br /> * '''[http://web.donga.ac.kr/yjko/ Youngjoong Ko]''': Dong A University (Korea)<br /> <br /> * '''Rebecca LaPlante''': Independent Consultant on Information Access<br /> <br /> * '''[http://faculty.washington.edu/levow/ Gina Levow]''': Assistant Professor, University of Washington<br /> <br /> * '''[http://www.umiacs.umd.edu/~lijunhui/ Junhui Li]'''<br /> <br /> * '''Saif Mohammad''': Research Officer, National Research Council (Canada)<br /> <br /> * '''[http://staff.science.uva.nl/~christof/ Christof Monz]''': Associate Professor, University of Amsterdam (The Netherlands)<br /> <br /> * '''[http://www.umiacs.umd.edu/~tsmoon/ Taesun Moon]''': Researcher, IBM TJ Watson Research Center<br /> <br /> * '''[http://comminfo.rutgers.edu/directory/smuresan/index.html Smaranda Muresan]''': Assistant Professor, Rutgers University<br /> <br /> * '''[http://www.umiacs.umd.edu/~hendra/ Hendra Setiawan]''': Researcher, IBM TJ Watson Research Center<br /> <br /> * '''Carolyn Sheffield''': Smithsonian Institute<br /> <br /> * '''[http://dbs.uni-leipzig.de/en/person/andreas_thor Andreas Thor]''': University of Leipzig (Germany)<br /> <br /> * '''[http://web.ntnu.edu.tw/~samtseng/ Yuen-Hsien Tseng]''': Research Fellow, National Taiwan Normal University (Taiwan)<br /> <br /> * '''[http://www.ldc.usb.ve/~mvidal/ Maria Esther Vidal]''': Professor, Universidad Simon Bolivar (Venezuela)<br /> <br /> * '''[http://www.umiacs.umd.edu/~ewagner/ Earl J. Wagner]''': Google<br /> <br /> * '''[http://www.williamwebber.com/ William Webber]''': Consultant, Melbourne (Australia)<br /> <br /> * '''[http://research.microsoft.com/en-us/um/people/ryenw/ Ryen White]''': Researcher, Microsoft Research<br /> <br /> * '''[http://mlg.eng.cam.ac.uk/sinead/ Sinead Williamson]''' (2011): Postdoc, Carnegie Mellon University<br /> <br /> * '''Adnan Yahya''': Birzeit University (Palestine)<br /> <br /> * '''[http://www.sis.pitt.edu/~vladimir/ Vladimir Zadorozhny]''': Associate Professor, University of Pittsburgh<br /> <br /> * '''[http://ufal.mff.cuni.cz/~zeman/en/ Daniel Zeman]''': Researcher, Charles University (Czech Republic)<br /> <br /> ===Ph.D. Students===<br /> <br /> * '''[http://www.cs.utah.edu/~arvind/ Arvind Agarwal]''': Researcher, Xerox Research<br /> <br /> *'''[http://www.cs.umd.edu/~nima/ Nima Asadi]'''<br /> <br /> * '''Necip Fazil Ayan''': SRI<br /> <br /> * '''Laura Bright''' (2003): McAfee<br /> <br /> * '''[http://www.cs.ntou.edu.tw/CSWebPage/eng/teachers.php Ya-Hui Chang]''': Associate Professor, National Taiwan Ocean University, Keelung, Taiwan<br /> <br /> * '''Waiyian Chong''': Yuan<br /> <br /> * '''[http://www.qcri.qa/kareem-darwish/ Kareem Darwish]''': Qatar Computing Research Institute (Qatar) <br /> <br /> * '''Dina Demner-Fushman''': National Library of Medicine<br /> <br /> * '''[http://www.cs.gwu.edu/people/faculty/811 Mona Diab]''' Associate Professor, George Washington University<br /> <br /> * '''[http://www.cs.cmu.edu/~cdyer/ Chris Dyer]''' Assistant Professor, Carnegie Mellon University<br /> <br /> * '''[http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman]'''<br /> <br /> * '''[http://www.ieleta.com/en/ Irene Eleta]''': <br /> <br /> * '''Denis Filimonov''': FactSet<br /> <br /> * '''Sergey Golitsynskiy'''<br /> <br /> * '''[http://www.umiacs.umd.edu/~amit/ Amit Goyal]''': Yahoo! Research<br /> <br /> * '''Rebecca Green''': Library of Congress<br /> <br /> * '''Stephan Greene''': CodeRyte Inc.<br /> <br /> * '''Nizar Habash''': Research Scientist, Columbia University<br /> <br /> * '''[http://www.cs.umd.edu/~hardisty/ Eric Hardisty]''': DoD<br /> <br /> * '''[http://www.cs.umd.edu/~zqhuang/ Zhongqiang Huang]''': BBN<br /> <br /> * '''[http://www.cs.umd.edu/~changhu/ Chang Hu]'''<br /> <br /> * '''[http://www.cs.umd.edu/~ynhu Yuening Hu]''': Research Scientist, Yahoo! Labs<br /> <br /> * '''[http://www.umiacs.umd.edu/~jags/ Jagadeesh Jagarlamudi]''': Researcher, IBM TJ Watson Research Center<br /> <br /> * '''Darsana P. Josyula'''<br /> <br /> * '''Maria Katsova''': Microsoft Research<br /> <br /> * '''Jinmook Kim''': Kangnam University (Korea)<br /> <br /> * '''Okan Kolak''': Google<br /> <br /> * '''[http://ling.umd.edu/~yakov/ Yakov Kronrod]''': Postdoc, University of Pennsylvania<br /> <br /> * '''[http://www.umiacs.umd.edu/~abhishek/ Abhishek Kumar]''': Researcher, IBM TJ Watson Research Center<br /> <br /> * '''Grecia Lapizco'''<br /> <br /> * '''[http://www.ncbi.nlm.nih.gov/CBBresearch/Fellows/AdamLee/ Adam (Woei-Jyh) Lee]''': (2009) Postdoc Fellow, National Institutes of Health-&gt;Smith School of Business, University of Maryland<br /> <br /> * '''[https://alopez.github.io/ Adam Lopez]''': Reader, University of Edinburgh<br /> <br /> * '''Jun Luo'''<br /> <br /> * '''[http://www.desilinguist.org Nitin Madnani]''': Research Scientist, ETS<br /> <br /> * '''[http://www1.ccls.columbia.edu/~ymarton/ Yuval Marton]''': IBM<br /> <br /> * '''Joseph Naft'''<br /> <br /> * '''Levon Mkrtchyan'''<br /> <br /> * '''J. Scott Olsson''': Assistant Professor, Wyoming Catholic College<br /> <br /> * '''[http://www.socsci.uci.edu/~lpearl/ Lisa Pearl]''': Associate Professor, UC Irvine<br /> <br /> * '''Stacy President Hobson''': IBM<br /> <br /> * '''Alejandro Rodriguez'''<br /> <br /> * '''Asad Sayeed''': Postdoc, University of the Saarland, Germany<br /> <br /> * '''Wade Shen''': MIT Lincoln Labs<br /> <br /> * '''Matthew Snover''': Postdoc, CUNY<br /> <br /> * '''Calandra Tate''': West Point<br /> <br /> * '''Scott Thomas''': Navy Research Labs<br /> <br /> * '''[http://www.cs.umd.edu/~fture/ Ferhan Ture]''': BBN<br /> <br /> * '''Clare Voss''': Army Research Labs<br /> <br /> * '''Nate Waisbrot'''<br /> <br /> * '''[http://www.acsu.buffalo.edu/~jw254/ Jianqiang Wang]''': Associate Professor, University at Buffalo, State University of New York<br /> <br /> * '''[http://www.cs.umd.edu/~lidan/ Lidan Wang]''': Postdoc, University of Illinois<br /> <br /> * '''[http://www.cs.umd.edu/~wsc/ Shanchan Wu]''' (2012): HP Labs<br /> <br /> * '''[http://www.csc.lsu.edu/~wuyj/ Yejun Wu]''': Associate Professor, Louisiana State University<br /> <br /> * '''Yao Wu''' (2009): Microsoft<br /> <br /> * '''David Zajic''': Univeristy of Maryland / CASL<br /> <br /> ===MS Students===<br /> <br /> * '''David Alexander''': BBN<br /> <br /> * '''Aitziber Atutxa''': Univ of the Basque Country<br /> <br /> * '''Clara Cabezas'''<br /> <br /> * '''Jacob Devlin''': BBN<br /> <br /> * '''Ed Kenschaft'''<br /> <br /> * '''Govind Kothari''': eBay<br /> <br /> * '''Grazia Russo-Lassner'''<br /> <br /> * '''Gregory Sanders'''<br /> <br /> * '''Aga Skotowski''': BBN<br /> <br /> * '''Ruth Sperer'''<br /> <br /> * '''Michael Subotin'''<br /> <br /> ===Undergraduate Students===<br /> <br /> * '''Olivia Buzek''': PhD student, JHU<br /> <br /> * '''Aaron Elkiss''': PhD student, University of Michigan --&gt; Univ of Michigan Libraries<br /> <br /> * '''Andrew Fister'''<br /> <br /> * '''Ayelet Goldin'''<br /> <br /> * '''Gregory Marton''': PhD student, MIT --&gt; Google Research<br /> <br /> * '''Ederlyn Lacson''': Microsoft<br /> <br /> * '''Jesse Metcalf-Burton''': PhD from University of Michigan<br /> <br /> * '''Eric Nichols''': MS student, Nara Institute of Science and Technology, Japan<br /> <br /> * '''Noah Smith''': PhD from JHU --&gt; assistant prof --&gt; associate professor, CMU<br /> <br /> * '''Jessica Stevens''': BBN<br /> <br /> * '''Michael Wasser'''</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Research&diff=819 2015-02-18T23:28:36Z

<p>Resnik: /* Machine Translation */</p> <hr /> <div><br /> <br /> ==Bayesian Modeling==<br /> <br /> {| <br /> |-<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jbg Jordan Boyd-Graber], [http://terpconnect.umd.edu/~naomi Naomi Feldman], [http://umiacs.umd.edu/~hal Hal Daum&amp;eacute; III], [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] <br /> |-<br /> | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~tsmoon/ Taesun Moon]<br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | [http://www.cs.umd.edu/~vietan/ Viet-An Nguyen], [http://umiacs.umd.edu/~ynhu/ Yuening Hu], Ke Zhai, [http://www.umiacs.umd.edu/~daithang/ Thang Nguyen]<br /> |}<br /> <br /> === What we do ===<br /> <br /> Bayesian modeling is a rigorous mathematical formalism that allows us to build systems that reflect our uncertainty about the world. Applied to language, they allow us to build models that reflect the &quot;latent&quot; aspects of communication such as topic, part of speech, syntax, or sentiment. Using posterior inference, we can use the models to discover the latent features that best explain observed language.<br /> <br /> In the CLIP lab, we are interested in <br /> * building tools that make it easier for people to work with Bayesian models<br /> * scaling inference for Bayesian models up to Web scale<br /> * understanding how humans interpret and understand the latent variables in Bayesian models<br /> <br /> === Publications ===<br /> <br /> * [http://www.umiacs.umd.edu/~hal/HBC/ Hierarchical Bayes Compiler]<br /> * [http://www.umiacs.umd.edu/~jbg/docs/nips2009-rtl.pdf Reading Tea Leaves: How Humans Interpret Topic Models]<br /> * [http://drum.lib.umd.edu/handle/1903/10058 Gibbs Sampling for the Uninitiated]<br /> <br /> ==Machine Translation==<br /> <br /> {| <br /> |-<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://marinecarpuat.weebly.com/ Marine Carpuat], [http://www.umiacs.umd.edu/~resnik/ Philip Resnik], [http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III], [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr]<br /> |-<br /> | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | | [https://languagescience.umd.edu/users/amittai Amittai Axelrod]<br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | [https://languagescience.umd.edu/users/raosudha Sudha Rao], [http://www.cs.umd.edu/people/jmorga10 John Morgan]<br /> |-<br /> |}<br /> <br /> === What we do ===<br /> <br /> The CLIP Laboratory's current work in &lt;b&gt;machine translation&lt;/b&gt; continues the lab's long tradition of research in this area. Like most of the field, we work within the framework of statistical MT, but with an emphasis on taking appropriate advantage of knowledge driven or linguistically informed model structures, features, and priors. Some current areas of research include linguistically informed translation model features, the use of unsupervised methods in translation modeling, exploitation of large scale &quot;cloud computing&quot; methods, and real-time incremental translation.<br /> <br /> === Some Recent Publications ===<br /> * Vlad Eidelman, Jordan Boyd-Graber, and Philip Resnik, [http://www.aclweb.org/anthology/P12-2023 Topic Models for Dynamic Translation Model Adaptation], Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL), July 2012.<br /> * Ferhan Ture, Douglas W. Oard, and Philip Resnik. [http://www.aclweb.org/anthology-new/N/N12/N12-1046.pdf Encouraging Consistent Translation Choices]. Proceedings of Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT ‘12), 2012.<br /> * Ferhan Ture and Jimmy Lin. [http://www.umiacs.umd.edu/~jimmylin/publications/Ture_Lin_NAACL-HLT2012.pdf Why Not Grab a Free Lunch? Mining Large Corpora for Parallel Sentences to Improve Translation Modeling]. Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL/HLT 2012), pages 626-630, June 2012, Montreal, Quebec, Canada.<br /> * Matt Snover, Nitin Madnani, Bonnie Dorr, and Richard Schwartz, [ftp://ftp.umiacs.umd.edu/pub/bonnie/10590_2009_9062_Author.pdf TER-Plus: Paraphrases, Semantic, and Alignment Enhancements to Translation Edit Rate], Machine Translation, 23:2-3, Springer Netherlands, pp. 117-127, 2009. <br /> <br /> &lt;b&gt;Some Project Pages&lt;/b&gt;<br /> * [http://www.cs.umd.edu/hcil/monotrans/ Monotrans: Translation Crowdsourcing without Bilinguals]<br /> <br /> ==Paraphrase==<br /> <br /> {|<br /> |-<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr], [http://www.umiacs.umd.edu/~resnik/ Philip Resnik]<br /> |-<br /> | &lt;b&gt;Students&lt;/b&gt;<br /> | [http://www.ling.umd.edu/~yakov/ Yakov Kronrod]<br /> |}<br /> <br /> === What we do ===<br /> <br /> &lt;b&gt;Paraphrase&lt;/b&gt;, the ability to express the same meaning in multiple ways, is an active area of research within the NLP community and here in the CLIP Laboratory. Our work in paraphrase includes the use of paraphrase in MT evaluation and parameter estimation, lattice and forest translation, and collaborative translation, as well as research on lexical and phrasal semantic similarity measures, meaning preservation in machine translation and summarization, and large-scale document similarity computation via cloud computing methods. <br /> <br /> * [http://www.cs.umd.edu/hcil/monotrans/ Monotrans: Crowdsourcing Translation without Bilinguals]<br /> <br /> === Publications ===<br /> <br /> * Generating Phrasal &amp; Sentential Paraphrases: A Survey of Data-Driven Methods. 2010. Computational Linguistics, 36(3). Nitin Madnani and Bonnie Dorr.<br /> * Philip Resnik, Olivia Buzek, Chang Hu, Yakov Kronrod, Alex Quinn, Benjamin B. Bederson. [http://ling.umd.edu/~yakov/CrowdConf2010/final.pdf Improving Translation via Targeted Paraphrasing], 2010 Conference on Empirical Methods in Natural Language Processing, October 2010.<br /> * Yuval Marton, Saif Mohammad, and Philip Resnik. [http://www.aclweb.org/anthology/D/D09/D09-1081.pdf Estimating Semantic Distance Using Soft Semantic Constraints in Knowledge-Source / Corpus Hybrid Models']. Conference on Empirical Methods in Natural Language Processing (EMNLP). Singapore, August 6-7, 2009. <br /> * Nitin Madnani, Necip Fazil Ayan, Philip Resnik, Bonnie Dorr. [http://www.desilinguist.org/pdf/paraphrase-wmt07.pdf Using Paraphrases for Parameter Tuning in Statistical Machine Translation]. 2007. Proceedings of the Second ACL Workshop on Statistical Machine Translation (WMT-07).<br /> <br /> ==Text Summarization ==<br /> <br /> {|<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] David Zajic [http://www.umiacs.umd.edu/~hal Hal Daum&amp;eacute; III] <br /> |}<br /> <br /> === What we do ===<br /> <br /> Text Summarization is the creation of a short document to serve as a surrogate for a longer document. The CLIP Laboratory's approach to summarization enhances the extractive method of selecting source document sentences for inclusion in a summary by using sentence compression to enlarge the pool of available sentences, and by combining fluent text with topic terms. Our sentence compression technology has encompassed both statistical and linguistic methodologies. We have developed an extrinsic evaluation measure for summarization, Relevance Prediction, which is grounded in a real-world task using summarized documents. The CLIP Laboratory, in collaboration with BBN, has been a regular participant in NIST's summarization evaluations (Document Understanding Conferences and Text Analysis Conferences), and has contributed summarization components to DARPA Translingual Information Detection, Extraction and Summarization (TIDES), Surprise Language Exercise (SLE), and Global Autonomous Language Exploitation (GALE) programs, and to the iOpener project.<br /> <br /> <br /> ==Parsing and Tagging==<br /> <br /> {| <br /> |&lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jbg/ Mary Harper] <br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman] <br /> |}<br /> <br /> === Publications ===<br /> <br /> * Huang and Harper, EMNLP 2009: [http://www.aclweb.org/anthology/D/D09/D09-1087.pdf Self-Training PCFG Grammars with Latent Annotations Across Languages]<br /> * Huang, Eidelman and Harper NAACL 2009: [http://www.umiacs.umd.edu/~vlad/papers/tagger-la-st_naacl09.pdf Improving A Simple Bigram HMM Part-of-Speech Tagger by Latent Annotation and Self-Training ]<br /> <br /> ==Computational Social Science==<br /> <br /> {| <br /> | &lt;b&gt; Faculty &lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr], [http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin], [http://www.umiacs.umd.edu/~oard/ Douglas W. Oard], [http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid], [http://www.umiacs.umd.edu/~resnik/ Philip Resnik], [http://www.umiacs.umd.edu/~weinberg Amy Weinberg], [http://www.umiacs.umd.edu/~jbg Jordan Boyd-Graber]<br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~vietan/ Viet-An Nguyen], [http://www.cs.umd.edu/~sayyadi Hassan Sayyadi], [http://www.cs.umd.edu/~wsc Shanchan Wu], [http://www.umiacs.umd.edu/~daithang/ Thang Nguyen], [http://cs.umd.edu/~wwyang/ Weiwei Yang]<br /> |}<br /> <br /> === What we do ===<br /> <br /> &lt;b&gt;Computational social science&lt;/b&gt; involves the use of computational methods and models to leverage [http://www.sciencemag.org/cgi/content/summary/323/5915/721 &quot;the capacity to collect and analyze data at a scale that may reveal patterns of individual and group behaviors&quot;]. Research in the CLIP Laboratory is at the forefront of this emerging area, and includes sentiment analysis (computational modeling and prediction of opinions, perspective, and other private states), automatic analysis and visualization of the scientific literature, modeling the diffusion of technological innovations, modeling and prediction of social goals and actions such as persuasion, monitoring and prediction (tracking events, predicting new links or articles), recommendation (personalized recommendations, learning to rank), computational modeling of political discourse, and looking at linguistic signals related to mental health.<br /> <br /> === Examples of Publications ===<br /> <br /> * Mohit Iyyer, Peter Enns, Jordan Boyd-Graber, and Philip Resnik. [http://www.aclweb.org/anthology/P/P14/P14-1105.pdf Political Ideology Detection Using Recursive Neural Networks]. Association for Computational Linguistics, 2014.<br /> * Greene and Resnik, NAACL 2009: [http://umiacs.umd.edu/~resnik/pubs/greene_resnik_naacl2009.pdf More Than Words: Syntactic Packaging and Implicit Sentiment]<br /> * Boyd-Graber and Resnik, EMNLP 2010: [http://www.umiacs.umd.edu/~jbg/docs/jbg-mlslda-2010.pdf Holistic Sentiment Analysis Across Languages: Multilingual Supervised Latent Dirichlet Allocation]<br /> * Joshi, Y., Rand, W. and Raschid, L. [http://www.rhsmith.umd.edu/ccb/hccgrant.aspx Diffusion and Ranking in Digital Social Media]<br /> <br /> ==Information Retrieval ==<br /> <br /> {|<br /> |-<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin], [http://terpconnect.umd.edu/~oard/ Douglas W. Oard]<br /> |- <br /> | &lt;b&gt;Postdocs&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jiaul/ Jiaul Paik] <br /> |-<br /> | &lt;b&gt;Graduate Students&lt;/b&gt;<br /> | [http://ar-ar.facebook.com/bagdouri Mossaab Bagdouri], [http://www.umiacs.umd.edu/~ninggao/ Ning Gao],<br /> Rashmi Sankepally, [http://terpconnect.umd.edu/~jyothikv/ Jyothi Vinjumur], [http://terpconnect.umd.edu/~tanx/ Tan Xu], [http://www.umiacs.umd.edu/~daithang/ Thang Nguyen] <br /> |}<br /> <br /> === What we do ===<br /> <br /> The goal of information retrieval is to help people find what they are looking for. Information retrieval research in the CLIP lab focuses principally on retrieval based on the language contained in text, in speech, and in document images. We work across a broad range of content types, from tweets to tomes, from talking to texting, and from Cebuano to Chinese. Three perspectives inform our work: <br /> * we integrate a broad range of computational linguistics techniques,<br /> * we focus on scalable techniques that can accommodate very large collections<br /> * we sometimes draw the boundaries of our “systems” very broadly to include both the automated tools that we create and the process by which users can best employ those tools. <br /> <br /> One example that illustrates these perspectives is our work with “cross-language information retrieval,” in which close coupling of machine translation and information retrieval techniques make it possible for people to find and use information written in languages that they can neither read nor write. Another example is our work on the design and evaluation of “question answering” systems that can automatically find and present answers to complex questions, which serves as a bridge between our work on information retrieval and summarization.<br /> <br /> === Publications ===<br /> <br /> * Douglas W. Oard, &quot;[http://terpconnect.umd.edu/~oard/pdf/elis09.pdf Multilingual Information Access],&quot; in Encyclopedia of Library and Information Sciences, 3rd Ed., 2009.<br /> * Project: [http://ediscovery.umiacs.umd.edu/ Development and Evaluation of Search Technology for Discovery of Evidence in Civil Litigation]<br /> <br /> ==Disambiguation==<br /> <br /> {|<br /> |-<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jbg Jordan Boyd-Graber], [http://www.umiacs.umd.edu/~jklavans Judith Klavans], [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] <br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | Raul David Guerra<br /> |}<br /> <br /> === What we do ===<br /> <br /> &lt;b&gt;Disambiguation &lt;/b&gt; is the process of determining the meaning or senses of a word in its context; disambiguation remains one of the most challenging NLP problems since discovering word senses involves syntactic, semantic and pragmatic contextual inferencing, along with a rich knowledge base to base selection upon. For example, the word &quot;wing&quot; in the theater differs from airplanes, yet another sense for furniture (&quot;wing chair&quot;) applies to some usages. Often disambiguation can be based on windows of two and three words, but usually involves larger computation. Techniques for disambiguation range from the use of large scale thesaural resources (such as WordNet) to purely statistical methods.<br /> <br /> === Publications === <br /> <br /> * [http://www.umiacs.umd.edu/research/t3/index.shtml T3: Text, Tags, Trust]<br /> * [http://www.umiacs.umd.edu/~jbg/docs/jbg-EMNLP07.pdf A Topic Model for Word Sense Disambiguation]<br /> * Philip Resnik and David Yarowsky, &quot;[http://www.cs.jhu.edu/~yarowsky/pubs/nle00.ps Distinguishing Systems and Distinguishing Senses: New Evaluation Methods for Word Sense Disambiguation]&quot;, Natural Language Engineering 5(2), pp. 113-133.<br /> <br /> ==Annotation and Sense-making==<br /> <br /> {| <br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jklavans Judith Klavans] [http://www.umiacs.umd.edu/~louiqa Louiqa Raschid] || <br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | [http://www.cs.umd.edu/~sayyadi Hassan Sayyadi] [http://www.cs.umd.edu/~wsc Shanchan Wu]<br /> |}<br /> <br /> === What we do ===<br /> <br /> Annotation and tagging are ways to enhance knowledge in structured or semi-structured resources. Annotation typically references terms from a controlled vocabulary or ontology and is popular in bibliographic, scientific or museum collections. Tagging is more common in social media to tag images and documents and of course the now ubiquitous hashtags tweets. Sense-making or discovery is the process of extracting knowledge from these annotated or tagged resources and could range from simple counting to data/text mining to graph pattern recognition.<br /> <br /> In the CLIP lab, we are interested in the following tasks:<br /> * Tagging and sense-making<br /> * Pattern discovery in annotated graph datasets from the biomedical domain.<br /> * Data mining with Linked Data.<br /> <br /> === Publications ===<br /> <br /> * [https://wiki.umiacs.umd.edu/clip/pattaran/index.php/Main_Page NSF DBI 1147144 Methodology for Pattern Creation, Imprint Validation, and Discovery from the Annotated Biological Web (PattArAn)] <br /> * [http://www.umiacs.umd.edu/~louiqa/2012/RSEAGER2009.html Pattern Discovery, Validation, and Hypothesis Development from the Annotated Biological Web ]</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Research&diff=818 2015-02-18T23:27:06Z

<p>Resnik: /* Computational Social Science */</p> <hr /> <div><br /> <br /> ==Bayesian Modeling==<br /> <br /> {| <br /> |-<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jbg Jordan Boyd-Graber], [http://terpconnect.umd.edu/~naomi Naomi Feldman], [http://umiacs.umd.edu/~hal Hal Daum&amp;eacute; III], [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] <br /> |-<br /> | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~tsmoon/ Taesun Moon]<br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | [http://www.cs.umd.edu/~vietan/ Viet-An Nguyen], [http://umiacs.umd.edu/~ynhu/ Yuening Hu], Ke Zhai, [http://www.umiacs.umd.edu/~daithang/ Thang Nguyen]<br /> |}<br /> <br /> === What we do ===<br /> <br /> Bayesian modeling is a rigorous mathematical formalism that allows us to build systems that reflect our uncertainty about the world. Applied to language, they allow us to build models that reflect the &quot;latent&quot; aspects of communication such as topic, part of speech, syntax, or sentiment. Using posterior inference, we can use the models to discover the latent features that best explain observed language.<br /> <br /> In the CLIP lab, we are interested in <br /> * building tools that make it easier for people to work with Bayesian models<br /> * scaling inference for Bayesian models up to Web scale<br /> * understanding how humans interpret and understand the latent variables in Bayesian models<br /> <br /> === Publications ===<br /> <br /> * [http://www.umiacs.umd.edu/~hal/HBC/ Hierarchical Bayes Compiler]<br /> * [http://www.umiacs.umd.edu/~jbg/docs/nips2009-rtl.pdf Reading Tea Leaves: How Humans Interpret Topic Models]<br /> * [http://drum.lib.umd.edu/handle/1903/10058 Gibbs Sampling for the Uninitiated]<br /> <br /> ==Machine Translation==<br /> <br /> {| <br /> |-<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik], [http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III], [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr]<br /> |-<br /> | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | | [https://languagescience.umd.edu/users/amittai Amittai Axelrod]<br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | [https://languagescience.umd.edu/users/raosudha Sudha Rao], [http://www.cs.umd.edu/people/jmorga10 John Morgan]<br /> |-<br /> |}<br /> <br /> === What we do ===<br /> <br /> The CLIP Laboratory's current work in &lt;b&gt;machine translation&lt;/b&gt; continues the lab's long tradition of research in this area. Like most of the field, we work within the framework of statistical MT, but with an emphasis on taking appropriate advantage of knowledge driven or linguistically informed model structures, features, and priors. Some current areas of research include linguistically informed translation model features, the use of unsupervised methods in translation modeling, exploitation of large scale &quot;cloud computing&quot; methods, and real-time incremental translation.<br /> <br /> === Some Recent Publications ===<br /> * Vlad Eidelman, Jordan Boyd-Graber, and Philip Resnik, [http://www.aclweb.org/anthology/P12-2023 Topic Models for Dynamic Translation Model Adaptation], Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL), July 2012.<br /> * Ferhan Ture, Douglas W. Oard, and Philip Resnik. [http://www.aclweb.org/anthology-new/N/N12/N12-1046.pdf Encouraging Consistent Translation Choices]. Proceedings of Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT ‘12), 2012.<br /> * Ferhan Ture and Jimmy Lin. [http://www.umiacs.umd.edu/~jimmylin/publications/Ture_Lin_NAACL-HLT2012.pdf Why Not Grab a Free Lunch? Mining Large Corpora for Parallel Sentences to Improve Translation Modeling]. Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL/HLT 2012), pages 626-630, June 2012, Montreal, Quebec, Canada.<br /> * Matt Snover, Nitin Madnani, Bonnie Dorr, and Richard Schwartz, [ftp://ftp.umiacs.umd.edu/pub/bonnie/10590_2009_9062_Author.pdf TER-Plus: Paraphrases, Semantic, and Alignment Enhancements to Translation Edit Rate], Machine Translation, 23:2-3, Springer Netherlands, pp. 117-127, 2009. <br /> <br /> &lt;b&gt;Some Project Pages&lt;/b&gt;<br /> * [http://www.cs.umd.edu/hcil/monotrans/ Monotrans: Translation Crowdsourcing without Bilinguals]<br /> <br /> ==Paraphrase==<br /> <br /> {|<br /> |-<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr], [http://www.umiacs.umd.edu/~resnik/ Philip Resnik]<br /> |-<br /> | &lt;b&gt;Students&lt;/b&gt;<br /> | [http://www.ling.umd.edu/~yakov/ Yakov Kronrod]<br /> |}<br /> <br /> === What we do ===<br /> <br /> &lt;b&gt;Paraphrase&lt;/b&gt;, the ability to express the same meaning in multiple ways, is an active area of research within the NLP community and here in the CLIP Laboratory. Our work in paraphrase includes the use of paraphrase in MT evaluation and parameter estimation, lattice and forest translation, and collaborative translation, as well as research on lexical and phrasal semantic similarity measures, meaning preservation in machine translation and summarization, and large-scale document similarity computation via cloud computing methods. <br /> <br /> * [http://www.cs.umd.edu/hcil/monotrans/ Monotrans: Crowdsourcing Translation without Bilinguals]<br /> <br /> === Publications ===<br /> <br /> * Generating Phrasal &amp; Sentential Paraphrases: A Survey of Data-Driven Methods. 2010. Computational Linguistics, 36(3). Nitin Madnani and Bonnie Dorr.<br /> * Philip Resnik, Olivia Buzek, Chang Hu, Yakov Kronrod, Alex Quinn, Benjamin B. Bederson. [http://ling.umd.edu/~yakov/CrowdConf2010/final.pdf Improving Translation via Targeted Paraphrasing], 2010 Conference on Empirical Methods in Natural Language Processing, October 2010.<br /> * Yuval Marton, Saif Mohammad, and Philip Resnik. [http://www.aclweb.org/anthology/D/D09/D09-1081.pdf Estimating Semantic Distance Using Soft Semantic Constraints in Knowledge-Source / Corpus Hybrid Models']. Conference on Empirical Methods in Natural Language Processing (EMNLP). Singapore, August 6-7, 2009. <br /> * Nitin Madnani, Necip Fazil Ayan, Philip Resnik, Bonnie Dorr. [http://www.desilinguist.org/pdf/paraphrase-wmt07.pdf Using Paraphrases for Parameter Tuning in Statistical Machine Translation]. 2007. Proceedings of the Second ACL Workshop on Statistical Machine Translation (WMT-07).<br /> <br /> ==Text Summarization ==<br /> <br /> {|<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] David Zajic [http://www.umiacs.umd.edu/~hal Hal Daum&amp;eacute; III] <br /> |}<br /> <br /> === What we do ===<br /> <br /> Text Summarization is the creation of a short document to serve as a surrogate for a longer document. The CLIP Laboratory's approach to summarization enhances the extractive method of selecting source document sentences for inclusion in a summary by using sentence compression to enlarge the pool of available sentences, and by combining fluent text with topic terms. Our sentence compression technology has encompassed both statistical and linguistic methodologies. We have developed an extrinsic evaluation measure for summarization, Relevance Prediction, which is grounded in a real-world task using summarized documents. The CLIP Laboratory, in collaboration with BBN, has been a regular participant in NIST's summarization evaluations (Document Understanding Conferences and Text Analysis Conferences), and has contributed summarization components to DARPA Translingual Information Detection, Extraction and Summarization (TIDES), Surprise Language Exercise (SLE), and Global Autonomous Language Exploitation (GALE) programs, and to the iOpener project.<br /> <br /> <br /> ==Parsing and Tagging==<br /> <br /> {| <br /> |&lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jbg/ Mary Harper] <br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman] <br /> |}<br /> <br /> === Publications ===<br /> <br /> * Huang and Harper, EMNLP 2009: [http://www.aclweb.org/anthology/D/D09/D09-1087.pdf Self-Training PCFG Grammars with Latent Annotations Across Languages]<br /> * Huang, Eidelman and Harper NAACL 2009: [http://www.umiacs.umd.edu/~vlad/papers/tagger-la-st_naacl09.pdf Improving A Simple Bigram HMM Part-of-Speech Tagger by Latent Annotation and Self-Training ]<br /> <br /> ==Computational Social Science==<br /> <br /> {| <br /> | &lt;b&gt; Faculty &lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr], [http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin], [http://www.umiacs.umd.edu/~oard/ Douglas W. Oard], [http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid], [http://www.umiacs.umd.edu/~resnik/ Philip Resnik], [http://www.umiacs.umd.edu/~weinberg Amy Weinberg], [http://www.umiacs.umd.edu/~jbg Jordan Boyd-Graber]<br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~vietan/ Viet-An Nguyen], [http://www.cs.umd.edu/~sayyadi Hassan Sayyadi], [http://www.cs.umd.edu/~wsc Shanchan Wu], [http://www.umiacs.umd.edu/~daithang/ Thang Nguyen], [http://cs.umd.edu/~wwyang/ Weiwei Yang]<br /> |}<br /> <br /> === What we do ===<br /> <br /> &lt;b&gt;Computational social science&lt;/b&gt; involves the use of computational methods and models to leverage [http://www.sciencemag.org/cgi/content/summary/323/5915/721 &quot;the capacity to collect and analyze data at a scale that may reveal patterns of individual and group behaviors&quot;]. Research in the CLIP Laboratory is at the forefront of this emerging area, and includes sentiment analysis (computational modeling and prediction of opinions, perspective, and other private states), automatic analysis and visualization of the scientific literature, modeling the diffusion of technological innovations, modeling and prediction of social goals and actions such as persuasion, monitoring and prediction (tracking events, predicting new links or articles), recommendation (personalized recommendations, learning to rank), computational modeling of political discourse, and looking at linguistic signals related to mental health.<br /> <br /> === Examples of Publications ===<br /> <br /> * Mohit Iyyer, Peter Enns, Jordan Boyd-Graber, and Philip Resnik. [http://www.aclweb.org/anthology/P/P14/P14-1105.pdf Political Ideology Detection Using Recursive Neural Networks]. Association for Computational Linguistics, 2014.<br /> * Greene and Resnik, NAACL 2009: [http://umiacs.umd.edu/~resnik/pubs/greene_resnik_naacl2009.pdf More Than Words: Syntactic Packaging and Implicit Sentiment]<br /> * Boyd-Graber and Resnik, EMNLP 2010: [http://www.umiacs.umd.edu/~jbg/docs/jbg-mlslda-2010.pdf Holistic Sentiment Analysis Across Languages: Multilingual Supervised Latent Dirichlet Allocation]<br /> * Joshi, Y., Rand, W. and Raschid, L. [http://www.rhsmith.umd.edu/ccb/hccgrant.aspx Diffusion and Ranking in Digital Social Media]<br /> <br /> ==Information Retrieval ==<br /> <br /> {|<br /> |-<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin], [http://terpconnect.umd.edu/~oard/ Douglas W. Oard]<br /> |- <br /> | &lt;b&gt;Postdocs&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jiaul/ Jiaul Paik] <br /> |-<br /> | &lt;b&gt;Graduate Students&lt;/b&gt;<br /> | [http://ar-ar.facebook.com/bagdouri Mossaab Bagdouri], [http://www.umiacs.umd.edu/~ninggao/ Ning Gao],<br /> Rashmi Sankepally, [http://terpconnect.umd.edu/~jyothikv/ Jyothi Vinjumur], [http://terpconnect.umd.edu/~tanx/ Tan Xu], [http://www.umiacs.umd.edu/~daithang/ Thang Nguyen] <br /> |}<br /> <br /> === What we do ===<br /> <br /> The goal of information retrieval is to help people find what they are looking for. Information retrieval research in the CLIP lab focuses principally on retrieval based on the language contained in text, in speech, and in document images. We work across a broad range of content types, from tweets to tomes, from talking to texting, and from Cebuano to Chinese. Three perspectives inform our work: <br /> * we integrate a broad range of computational linguistics techniques,<br /> * we focus on scalable techniques that can accommodate very large collections<br /> * we sometimes draw the boundaries of our “systems” very broadly to include both the automated tools that we create and the process by which users can best employ those tools. <br /> <br /> One example that illustrates these perspectives is our work with “cross-language information retrieval,” in which close coupling of machine translation and information retrieval techniques make it possible for people to find and use information written in languages that they can neither read nor write. Another example is our work on the design and evaluation of “question answering” systems that can automatically find and present answers to complex questions, which serves as a bridge between our work on information retrieval and summarization.<br /> <br /> === Publications ===<br /> <br /> * Douglas W. Oard, &quot;[http://terpconnect.umd.edu/~oard/pdf/elis09.pdf Multilingual Information Access],&quot; in Encyclopedia of Library and Information Sciences, 3rd Ed., 2009.<br /> * Project: [http://ediscovery.umiacs.umd.edu/ Development and Evaluation of Search Technology for Discovery of Evidence in Civil Litigation]<br /> <br /> ==Disambiguation==<br /> <br /> {|<br /> |-<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jbg Jordan Boyd-Graber], [http://www.umiacs.umd.edu/~jklavans Judith Klavans], [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] <br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | Raul David Guerra<br /> |}<br /> <br /> === What we do ===<br /> <br /> &lt;b&gt;Disambiguation &lt;/b&gt; is the process of determining the meaning or senses of a word in its context; disambiguation remains one of the most challenging NLP problems since discovering word senses involves syntactic, semantic and pragmatic contextual inferencing, along with a rich knowledge base to base selection upon. For example, the word &quot;wing&quot; in the theater differs from airplanes, yet another sense for furniture (&quot;wing chair&quot;) applies to some usages. Often disambiguation can be based on windows of two and three words, but usually involves larger computation. Techniques for disambiguation range from the use of large scale thesaural resources (such as WordNet) to purely statistical methods.<br /> <br /> === Publications === <br /> <br /> * [http://www.umiacs.umd.edu/research/t3/index.shtml T3: Text, Tags, Trust]<br /> * [http://www.umiacs.umd.edu/~jbg/docs/jbg-EMNLP07.pdf A Topic Model for Word Sense Disambiguation]<br /> * Philip Resnik and David Yarowsky, &quot;[http://www.cs.jhu.edu/~yarowsky/pubs/nle00.ps Distinguishing Systems and Distinguishing Senses: New Evaluation Methods for Word Sense Disambiguation]&quot;, Natural Language Engineering 5(2), pp. 113-133.<br /> <br /> ==Annotation and Sense-making==<br /> <br /> {| <br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jklavans Judith Klavans] [http://www.umiacs.umd.edu/~louiqa Louiqa Raschid] || <br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | [http://www.cs.umd.edu/~sayyadi Hassan Sayyadi] [http://www.cs.umd.edu/~wsc Shanchan Wu]<br /> |}<br /> <br /> === What we do ===<br /> <br /> Annotation and tagging are ways to enhance knowledge in structured or semi-structured resources. Annotation typically references terms from a controlled vocabulary or ontology and is popular in bibliographic, scientific or museum collections. Tagging is more common in social media to tag images and documents and of course the now ubiquitous hashtags tweets. Sense-making or discovery is the process of extracting knowledge from these annotated or tagged resources and could range from simple counting to data/text mining to graph pattern recognition.<br /> <br /> In the CLIP lab, we are interested in the following tasks:<br /> * Tagging and sense-making<br /> * Pattern discovery in annotated graph datasets from the biomedical domain.<br /> * Data mining with Linked Data.<br /> <br /> === Publications ===<br /> <br /> * [https://wiki.umiacs.umd.edu/clip/pattaran/index.php/Main_Page NSF DBI 1147144 Methodology for Pattern Creation, Imprint Validation, and Discovery from the Annotated Biological Web (PattArAn)] <br /> * [http://www.umiacs.umd.edu/~louiqa/2012/RSEAGER2009.html Pattern Discovery, Validation, and Hypothesis Development from the Annotated Biological Web ]</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Research&diff=817 2015-02-18T23:25:41Z

<p>Resnik: /* Machine Translation */</p> <hr /> <div><br /> <br /> ==Bayesian Modeling==<br /> <br /> {| <br /> |-<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jbg Jordan Boyd-Graber], [http://terpconnect.umd.edu/~naomi Naomi Feldman], [http://umiacs.umd.edu/~hal Hal Daum&amp;eacute; III], [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] <br /> |-<br /> | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~tsmoon/ Taesun Moon]<br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | [http://www.cs.umd.edu/~vietan/ Viet-An Nguyen], [http://umiacs.umd.edu/~ynhu/ Yuening Hu], Ke Zhai, [http://www.umiacs.umd.edu/~daithang/ Thang Nguyen]<br /> |}<br /> <br /> === What we do ===<br /> <br /> Bayesian modeling is a rigorous mathematical formalism that allows us to build systems that reflect our uncertainty about the world. Applied to language, they allow us to build models that reflect the &quot;latent&quot; aspects of communication such as topic, part of speech, syntax, or sentiment. Using posterior inference, we can use the models to discover the latent features that best explain observed language.<br /> <br /> In the CLIP lab, we are interested in <br /> * building tools that make it easier for people to work with Bayesian models<br /> * scaling inference for Bayesian models up to Web scale<br /> * understanding how humans interpret and understand the latent variables in Bayesian models<br /> <br /> === Publications ===<br /> <br /> * [http://www.umiacs.umd.edu/~hal/HBC/ Hierarchical Bayes Compiler]<br /> * [http://www.umiacs.umd.edu/~jbg/docs/nips2009-rtl.pdf Reading Tea Leaves: How Humans Interpret Topic Models]<br /> * [http://drum.lib.umd.edu/handle/1903/10058 Gibbs Sampling for the Uninitiated]<br /> <br /> ==Machine Translation==<br /> <br /> {| <br /> |-<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik], [http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III], [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr]<br /> |-<br /> | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | | [https://languagescience.umd.edu/users/amittai Amittai Axelrod]<br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | [https://languagescience.umd.edu/users/raosudha Sudha Rao], [http://www.cs.umd.edu/people/jmorga10 John Morgan]<br /> |-<br /> |}<br /> <br /> === What we do ===<br /> <br /> The CLIP Laboratory's current work in &lt;b&gt;machine translation&lt;/b&gt; continues the lab's long tradition of research in this area. Like most of the field, we work within the framework of statistical MT, but with an emphasis on taking appropriate advantage of knowledge driven or linguistically informed model structures, features, and priors. Some current areas of research include linguistically informed translation model features, the use of unsupervised methods in translation modeling, exploitation of large scale &quot;cloud computing&quot; methods, and real-time incremental translation.<br /> <br /> === Some Recent Publications ===<br /> * Vlad Eidelman, Jordan Boyd-Graber, and Philip Resnik, [http://www.aclweb.org/anthology/P12-2023 Topic Models for Dynamic Translation Model Adaptation], Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL), July 2012.<br /> * Ferhan Ture, Douglas W. Oard, and Philip Resnik. [http://www.aclweb.org/anthology-new/N/N12/N12-1046.pdf Encouraging Consistent Translation Choices]. Proceedings of Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT ‘12), 2012.<br /> * Ferhan Ture and Jimmy Lin. [http://www.umiacs.umd.edu/~jimmylin/publications/Ture_Lin_NAACL-HLT2012.pdf Why Not Grab a Free Lunch? Mining Large Corpora for Parallel Sentences to Improve Translation Modeling]. Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL/HLT 2012), pages 626-630, June 2012, Montreal, Quebec, Canada.<br /> * Matt Snover, Nitin Madnani, Bonnie Dorr, and Richard Schwartz, [ftp://ftp.umiacs.umd.edu/pub/bonnie/10590_2009_9062_Author.pdf TER-Plus: Paraphrases, Semantic, and Alignment Enhancements to Translation Edit Rate], Machine Translation, 23:2-3, Springer Netherlands, pp. 117-127, 2009. <br /> <br /> &lt;b&gt;Some Project Pages&lt;/b&gt;<br /> * [http://www.cs.umd.edu/hcil/monotrans/ Monotrans: Translation Crowdsourcing without Bilinguals]<br /> <br /> ==Paraphrase==<br /> <br /> {|<br /> |-<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr], [http://www.umiacs.umd.edu/~resnik/ Philip Resnik]<br /> |-<br /> | &lt;b&gt;Students&lt;/b&gt;<br /> | [http://www.ling.umd.edu/~yakov/ Yakov Kronrod]<br /> |}<br /> <br /> === What we do ===<br /> <br /> &lt;b&gt;Paraphrase&lt;/b&gt;, the ability to express the same meaning in multiple ways, is an active area of research within the NLP community and here in the CLIP Laboratory. Our work in paraphrase includes the use of paraphrase in MT evaluation and parameter estimation, lattice and forest translation, and collaborative translation, as well as research on lexical and phrasal semantic similarity measures, meaning preservation in machine translation and summarization, and large-scale document similarity computation via cloud computing methods. <br /> <br /> * [http://www.cs.umd.edu/hcil/monotrans/ Monotrans: Crowdsourcing Translation without Bilinguals]<br /> <br /> === Publications ===<br /> <br /> * Generating Phrasal &amp; Sentential Paraphrases: A Survey of Data-Driven Methods. 2010. Computational Linguistics, 36(3). Nitin Madnani and Bonnie Dorr.<br /> * Philip Resnik, Olivia Buzek, Chang Hu, Yakov Kronrod, Alex Quinn, Benjamin B. Bederson. [http://ling.umd.edu/~yakov/CrowdConf2010/final.pdf Improving Translation via Targeted Paraphrasing], 2010 Conference on Empirical Methods in Natural Language Processing, October 2010.<br /> * Yuval Marton, Saif Mohammad, and Philip Resnik. [http://www.aclweb.org/anthology/D/D09/D09-1081.pdf Estimating Semantic Distance Using Soft Semantic Constraints in Knowledge-Source / Corpus Hybrid Models']. Conference on Empirical Methods in Natural Language Processing (EMNLP). Singapore, August 6-7, 2009. <br /> * Nitin Madnani, Necip Fazil Ayan, Philip Resnik, Bonnie Dorr. [http://www.desilinguist.org/pdf/paraphrase-wmt07.pdf Using Paraphrases for Parameter Tuning in Statistical Machine Translation]. 2007. Proceedings of the Second ACL Workshop on Statistical Machine Translation (WMT-07).<br /> <br /> ==Text Summarization ==<br /> <br /> {|<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] David Zajic [http://www.umiacs.umd.edu/~hal Hal Daum&amp;eacute; III] <br /> |}<br /> <br /> === What we do ===<br /> <br /> Text Summarization is the creation of a short document to serve as a surrogate for a longer document. The CLIP Laboratory's approach to summarization enhances the extractive method of selecting source document sentences for inclusion in a summary by using sentence compression to enlarge the pool of available sentences, and by combining fluent text with topic terms. Our sentence compression technology has encompassed both statistical and linguistic methodologies. We have developed an extrinsic evaluation measure for summarization, Relevance Prediction, which is grounded in a real-world task using summarized documents. The CLIP Laboratory, in collaboration with BBN, has been a regular participant in NIST's summarization evaluations (Document Understanding Conferences and Text Analysis Conferences), and has contributed summarization components to DARPA Translingual Information Detection, Extraction and Summarization (TIDES), Surprise Language Exercise (SLE), and Global Autonomous Language Exploitation (GALE) programs, and to the iOpener project.<br /> <br /> <br /> ==Parsing and Tagging==<br /> <br /> {| <br /> |&lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jbg/ Mary Harper] <br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman] <br /> |}<br /> <br /> === Publications ===<br /> <br /> * Huang and Harper, EMNLP 2009: [http://www.aclweb.org/anthology/D/D09/D09-1087.pdf Self-Training PCFG Grammars with Latent Annotations Across Languages]<br /> * Huang, Eidelman and Harper NAACL 2009: [http://www.umiacs.umd.edu/~vlad/papers/tagger-la-st_naacl09.pdf Improving A Simple Bigram HMM Part-of-Speech Tagger by Latent Annotation and Self-Training ]<br /> <br /> ==Computational Social Science==<br /> <br /> {| <br /> | &lt;b&gt; Faculty &lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr], [http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin], [http://www.umiacs.umd.edu/~oard/ Douglas W. Oard], [http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid], [http://www.umiacs.umd.edu/~resnik/ Philip Resnik], [http://www.umiacs.umd.edu/~weinberg Amy Weinberg] <br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~vietan/ Viet-An Nguyen], [http://www.cs.umd.edu/~sayyadi Hassan Sayyadi], [http://www.cs.umd.edu/~wsc Shanchan Wu], [http://www.umiacs.umd.edu/~daithang/ Thang Nguyen], [http://cs.umd.edu/~wwyang/ Weiwei Yang]<br /> |}<br /> <br /> === What we do ===<br /> <br /> &lt;b&gt;Computational social science&lt;/b&gt; involves the use of computational methods and models to leverage [http://www.sciencemag.org/cgi/content/summary/323/5915/721 &quot;the capacity to collect and analyze data at a scale that may reveal patterns of individual and group behaviors&quot;]. Research in the CLIP Laboratory is at the forefront of this emerging area, and includes sentiment analysis (computational modeling and prediction of opinions, perspective, and other private states), automatic analysis and visualization of the scientific literature, modeling the diffusion of technological innovations, modeling and prediction of social goals and actions such as persuasion, monitoring and prediction (tracking events, predicting new links or articles), recommendation (personalized recommendations, learning to rank), computational modeling of political discourse, and looking at linguistic signals related to mental health.<br /> <br /> === Examples of Publications ===<br /> <br /> * Mohit Iyyer, Peter Enns, Jordan Boyd-Graber, and Philip Resnik. [http://www.aclweb.org/anthology/P/P14/P14-1105.pdf Political Ideology Detection Using Recursive Neural Networks]. Association for Computational Linguistics, 2014.<br /> * Greene and Resnik, NAACL 2009: [http://umiacs.umd.edu/~resnik/pubs/greene_resnik_naacl2009.pdf More Than Words: Syntactic Packaging and Implicit Sentiment]<br /> * Boyd-Graber and Resnik, EMNLP 2010: [http://www.umiacs.umd.edu/~jbg/docs/jbg-mlslda-2010.pdf Holistic Sentiment Analysis Across Languages: Multilingual Supervised Latent Dirichlet Allocation]<br /> * Joshi, Y., Rand, W. and Raschid, L. [http://www.rhsmith.umd.edu/ccb/hccgrant.aspx Diffusion and Ranking in Digital Social Media]<br /> <br /> ==Information Retrieval ==<br /> <br /> {|<br /> |-<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin], [http://terpconnect.umd.edu/~oard/ Douglas W. Oard]<br /> |- <br /> | &lt;b&gt;Postdocs&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jiaul/ Jiaul Paik] <br /> |-<br /> | &lt;b&gt;Graduate Students&lt;/b&gt;<br /> | [http://ar-ar.facebook.com/bagdouri Mossaab Bagdouri], [http://www.umiacs.umd.edu/~ninggao/ Ning Gao],<br /> Rashmi Sankepally, [http://terpconnect.umd.edu/~jyothikv/ Jyothi Vinjumur], [http://terpconnect.umd.edu/~tanx/ Tan Xu], [http://www.umiacs.umd.edu/~daithang/ Thang Nguyen] <br /> |}<br /> <br /> === What we do ===<br /> <br /> The goal of information retrieval is to help people find what they are looking for. Information retrieval research in the CLIP lab focuses principally on retrieval based on the language contained in text, in speech, and in document images. We work across a broad range of content types, from tweets to tomes, from talking to texting, and from Cebuano to Chinese. Three perspectives inform our work: <br /> * we integrate a broad range of computational linguistics techniques,<br /> * we focus on scalable techniques that can accommodate very large collections<br /> * we sometimes draw the boundaries of our “systems” very broadly to include both the automated tools that we create and the process by which users can best employ those tools. <br /> <br /> One example that illustrates these perspectives is our work with “cross-language information retrieval,” in which close coupling of machine translation and information retrieval techniques make it possible for people to find and use information written in languages that they can neither read nor write. Another example is our work on the design and evaluation of “question answering” systems that can automatically find and present answers to complex questions, which serves as a bridge between our work on information retrieval and summarization.<br /> <br /> === Publications ===<br /> <br /> * Douglas W. Oard, &quot;[http://terpconnect.umd.edu/~oard/pdf/elis09.pdf Multilingual Information Access],&quot; in Encyclopedia of Library and Information Sciences, 3rd Ed., 2009.<br /> * Project: [http://ediscovery.umiacs.umd.edu/ Development and Evaluation of Search Technology for Discovery of Evidence in Civil Litigation]<br /> <br /> ==Disambiguation==<br /> <br /> {|<br /> |-<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jbg Jordan Boyd-Graber], [http://www.umiacs.umd.edu/~jklavans Judith Klavans], [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] <br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | Raul David Guerra<br /> |}<br /> <br /> === What we do ===<br /> <br /> &lt;b&gt;Disambiguation &lt;/b&gt; is the process of determining the meaning or senses of a word in its context; disambiguation remains one of the most challenging NLP problems since discovering word senses involves syntactic, semantic and pragmatic contextual inferencing, along with a rich knowledge base to base selection upon. For example, the word &quot;wing&quot; in the theater differs from airplanes, yet another sense for furniture (&quot;wing chair&quot;) applies to some usages. Often disambiguation can be based on windows of two and three words, but usually involves larger computation. Techniques for disambiguation range from the use of large scale thesaural resources (such as WordNet) to purely statistical methods.<br /> <br /> === Publications === <br /> <br /> * [http://www.umiacs.umd.edu/research/t3/index.shtml T3: Text, Tags, Trust]<br /> * [http://www.umiacs.umd.edu/~jbg/docs/jbg-EMNLP07.pdf A Topic Model for Word Sense Disambiguation]<br /> * Philip Resnik and David Yarowsky, &quot;[http://www.cs.jhu.edu/~yarowsky/pubs/nle00.ps Distinguishing Systems and Distinguishing Senses: New Evaluation Methods for Word Sense Disambiguation]&quot;, Natural Language Engineering 5(2), pp. 113-133.<br /> <br /> ==Annotation and Sense-making==<br /> <br /> {| <br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jklavans Judith Klavans] [http://www.umiacs.umd.edu/~louiqa Louiqa Raschid] || <br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | [http://www.cs.umd.edu/~sayyadi Hassan Sayyadi] [http://www.cs.umd.edu/~wsc Shanchan Wu]<br /> |}<br /> <br /> === What we do ===<br /> <br /> Annotation and tagging are ways to enhance knowledge in structured or semi-structured resources. Annotation typically references terms from a controlled vocabulary or ontology and is popular in bibliographic, scientific or museum collections. Tagging is more common in social media to tag images and documents and of course the now ubiquitous hashtags tweets. Sense-making or discovery is the process of extracting knowledge from these annotated or tagged resources and could range from simple counting to data/text mining to graph pattern recognition.<br /> <br /> In the CLIP lab, we are interested in the following tasks:<br /> * Tagging and sense-making<br /> * Pattern discovery in annotated graph datasets from the biomedical domain.<br /> * Data mining with Linked Data.<br /> <br /> === Publications ===<br /> <br /> * [https://wiki.umiacs.umd.edu/clip/pattaran/index.php/Main_Page NSF DBI 1147144 Methodology for Pattern Creation, Imprint Validation, and Discovery from the Annotated Biological Web (PattArAn)] <br /> * [http://www.umiacs.umd.edu/~louiqa/2012/RSEAGER2009.html Pattern Discovery, Validation, and Hypothesis Development from the Annotated Biological Web ]</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Research&diff=816 2015-02-18T23:22:19Z

<p>Resnik: /* Computational Social Science */</p> <hr /> <div><br /> <br /> ==Bayesian Modeling==<br /> <br /> {| <br /> |-<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jbg Jordan Boyd-Graber], [http://terpconnect.umd.edu/~naomi Naomi Feldman], [http://umiacs.umd.edu/~hal Hal Daum&amp;eacute; III], [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] <br /> |-<br /> | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~tsmoon/ Taesun Moon]<br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | [http://www.cs.umd.edu/~vietan/ Viet-An Nguyen], [http://umiacs.umd.edu/~ynhu/ Yuening Hu], Ke Zhai, [http://www.umiacs.umd.edu/~daithang/ Thang Nguyen]<br /> |}<br /> <br /> === What we do ===<br /> <br /> Bayesian modeling is a rigorous mathematical formalism that allows us to build systems that reflect our uncertainty about the world. Applied to language, they allow us to build models that reflect the &quot;latent&quot; aspects of communication such as topic, part of speech, syntax, or sentiment. Using posterior inference, we can use the models to discover the latent features that best explain observed language.<br /> <br /> In the CLIP lab, we are interested in <br /> * building tools that make it easier for people to work with Bayesian models<br /> * scaling inference for Bayesian models up to Web scale<br /> * understanding how humans interpret and understand the latent variables in Bayesian models<br /> <br /> === Publications ===<br /> <br /> * [http://www.umiacs.umd.edu/~hal/HBC/ Hierarchical Bayes Compiler]<br /> * [http://www.umiacs.umd.edu/~jbg/docs/nips2009-rtl.pdf Reading Tea Leaves: How Humans Interpret Topic Models]<br /> * [http://drum.lib.umd.edu/handle/1903/10058 Gibbs Sampling for the Uninitiated]<br /> <br /> ==Machine Translation==<br /> <br /> {| <br /> |-<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik], [http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III], [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr]<br /> |-<br /> | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | | [http://www.umiacs.umd.edu/~hollingk/ Junhui Li]<br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | [http://www.cs.umd.edu/~vlad/ Vladimir Eidelman], Wu Ke, [http://www.cs.umd.edu/~fture/Home.html Ferhan Ture], Phil Dasler<br /> |-<br /> |}<br /> <br /> === What we do ===<br /> <br /> The CLIP Laboratory's current work in &lt;b&gt;machine translation&lt;/b&gt; continues the lab's long tradition of research in this area. Like most of the field, we work within the framework of statistical MT, but with an emphasis on taking appropriate advantage of knowledge driven or linguistically informed model structures, features, and priors. Some current areas of research include syntactically informed language models, linguistically informed translation model features, the use of unsupervised methods in translation modeling, exploitation of large scale &quot;cloud computing&quot; methods, and human-machine collaborative translation via crowdsourcing.<br /> <br /> === Some Recent Publications ===<br /> * Vlad Eidelman, Jordan Boyd-Graber, and Philip Resnik, [http://www.aclweb.org/anthology/P12-2023 Topic Models for Dynamic Translation Model Adaptation], Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL), July 2012.<br /> * Ferhan Ture, Douglas W. Oard, and Philip Resnik. [http://www.aclweb.org/anthology-new/N/N12/N12-1046.pdf Encouraging Consistent Translation Choices]. Proceedings of Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT ‘12), 2012.<br /> * Ferhan Ture and Jimmy Lin. [http://www.umiacs.umd.edu/~jimmylin/publications/Ture_Lin_NAACL-HLT2012.pdf Why Not Grab a Free Lunch? Mining Large Corpora for Parallel Sentences to Improve Translation Modeling]. Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL/HLT 2012), pages 626-630, June 2012, Montreal, Quebec, Canada.<br /> * Matt Snover, Nitin Madnani, Bonnie Dorr, and Richard Schwartz, [ftp://ftp.umiacs.umd.edu/pub/bonnie/10590_2009_9062_Author.pdf TER-Plus: Paraphrases, Semantic, and Alignment Enhancements to Translation Edit Rate], Machine Translation, 23:2-3, Springer Netherlands, pp. 117-127, 2009. <br /> <br /> &lt;b&gt;Some Project Pages&lt;/b&gt;<br /> * [http://www.cs.umd.edu/hcil/monotrans/ Monotrans: Translation Crowdsourcing without Bilinguals]<br /> <br /> ==Paraphrase==<br /> <br /> {|<br /> |-<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr], [http://www.umiacs.umd.edu/~resnik/ Philip Resnik]<br /> |-<br /> | &lt;b&gt;Students&lt;/b&gt;<br /> | [http://www.ling.umd.edu/~yakov/ Yakov Kronrod]<br /> |}<br /> <br /> === What we do ===<br /> <br /> &lt;b&gt;Paraphrase&lt;/b&gt;, the ability to express the same meaning in multiple ways, is an active area of research within the NLP community and here in the CLIP Laboratory. Our work in paraphrase includes the use of paraphrase in MT evaluation and parameter estimation, lattice and forest translation, and collaborative translation, as well as research on lexical and phrasal semantic similarity measures, meaning preservation in machine translation and summarization, and large-scale document similarity computation via cloud computing methods. <br /> <br /> * [http://www.cs.umd.edu/hcil/monotrans/ Monotrans: Crowdsourcing Translation without Bilinguals]<br /> <br /> === Publications ===<br /> <br /> * Generating Phrasal &amp; Sentential Paraphrases: A Survey of Data-Driven Methods. 2010. Computational Linguistics, 36(3). Nitin Madnani and Bonnie Dorr.<br /> * Philip Resnik, Olivia Buzek, Chang Hu, Yakov Kronrod, Alex Quinn, Benjamin B. Bederson. [http://ling.umd.edu/~yakov/CrowdConf2010/final.pdf Improving Translation via Targeted Paraphrasing], 2010 Conference on Empirical Methods in Natural Language Processing, October 2010.<br /> * Yuval Marton, Saif Mohammad, and Philip Resnik. [http://www.aclweb.org/anthology/D/D09/D09-1081.pdf Estimating Semantic Distance Using Soft Semantic Constraints in Knowledge-Source / Corpus Hybrid Models']. Conference on Empirical Methods in Natural Language Processing (EMNLP). Singapore, August 6-7, 2009. <br /> * Nitin Madnani, Necip Fazil Ayan, Philip Resnik, Bonnie Dorr. [http://www.desilinguist.org/pdf/paraphrase-wmt07.pdf Using Paraphrases for Parameter Tuning in Statistical Machine Translation]. 2007. Proceedings of the Second ACL Workshop on Statistical Machine Translation (WMT-07).<br /> <br /> ==Text Summarization ==<br /> <br /> {|<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] David Zajic [http://www.umiacs.umd.edu/~hal Hal Daum&amp;eacute; III] <br /> |}<br /> <br /> === What we do ===<br /> <br /> Text Summarization is the creation of a short document to serve as a surrogate for a longer document. The CLIP Laboratory's approach to summarization enhances the extractive method of selecting source document sentences for inclusion in a summary by using sentence compression to enlarge the pool of available sentences, and by combining fluent text with topic terms. Our sentence compression technology has encompassed both statistical and linguistic methodologies. We have developed an extrinsic evaluation measure for summarization, Relevance Prediction, which is grounded in a real-world task using summarized documents. The CLIP Laboratory, in collaboration with BBN, has been a regular participant in NIST's summarization evaluations (Document Understanding Conferences and Text Analysis Conferences), and has contributed summarization components to DARPA Translingual Information Detection, Extraction and Summarization (TIDES), Surprise Language Exercise (SLE), and Global Autonomous Language Exploitation (GALE) programs, and to the iOpener project.<br /> <br /> <br /> ==Parsing and Tagging==<br /> <br /> {| <br /> |&lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jbg/ Mary Harper] <br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman] <br /> |}<br /> <br /> === Publications ===<br /> <br /> * Huang and Harper, EMNLP 2009: [http://www.aclweb.org/anthology/D/D09/D09-1087.pdf Self-Training PCFG Grammars with Latent Annotations Across Languages]<br /> * Huang, Eidelman and Harper NAACL 2009: [http://www.umiacs.umd.edu/~vlad/papers/tagger-la-st_naacl09.pdf Improving A Simple Bigram HMM Part-of-Speech Tagger by Latent Annotation and Self-Training ]<br /> <br /> ==Computational Social Science==<br /> <br /> {| <br /> | &lt;b&gt; Faculty &lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr], [http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin], [http://www.umiacs.umd.edu/~oard/ Douglas W. Oard], [http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid], [http://www.umiacs.umd.edu/~resnik/ Philip Resnik], [http://www.umiacs.umd.edu/~weinberg Amy Weinberg] <br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~vietan/ Viet-An Nguyen], [http://www.cs.umd.edu/~sayyadi Hassan Sayyadi], [http://www.cs.umd.edu/~wsc Shanchan Wu], [http://www.umiacs.umd.edu/~daithang/ Thang Nguyen], [http://cs.umd.edu/~wwyang/ Weiwei Yang]<br /> |}<br /> <br /> === What we do ===<br /> <br /> &lt;b&gt;Computational social science&lt;/b&gt; involves the use of computational methods and models to leverage [http://www.sciencemag.org/cgi/content/summary/323/5915/721 &quot;the capacity to collect and analyze data at a scale that may reveal patterns of individual and group behaviors&quot;]. Research in the CLIP Laboratory is at the forefront of this emerging area, and includes sentiment analysis (computational modeling and prediction of opinions, perspective, and other private states), automatic analysis and visualization of the scientific literature, modeling the diffusion of technological innovations, modeling and prediction of social goals and actions such as persuasion, monitoring and prediction (tracking events, predicting new links or articles), recommendation (personalized recommendations, learning to rank), computational modeling of political discourse, and looking at linguistic signals related to mental health.<br /> <br /> === Examples of Publications ===<br /> <br /> * Mohit Iyyer, Peter Enns, Jordan Boyd-Graber, and Philip Resnik. [http://www.aclweb.org/anthology/P/P14/P14-1105.pdf Political Ideology Detection Using Recursive Neural Networks]. Association for Computational Linguistics, 2014.<br /> * Greene and Resnik, NAACL 2009: [http://umiacs.umd.edu/~resnik/pubs/greene_resnik_naacl2009.pdf More Than Words: Syntactic Packaging and Implicit Sentiment]<br /> * Boyd-Graber and Resnik, EMNLP 2010: [http://www.umiacs.umd.edu/~jbg/docs/jbg-mlslda-2010.pdf Holistic Sentiment Analysis Across Languages: Multilingual Supervised Latent Dirichlet Allocation]<br /> * Joshi, Y., Rand, W. and Raschid, L. [http://www.rhsmith.umd.edu/ccb/hccgrant.aspx Diffusion and Ranking in Digital Social Media]<br /> <br /> ==Information Retrieval ==<br /> <br /> {|<br /> |-<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin], [http://terpconnect.umd.edu/~oard/ Douglas W. Oard]<br /> |- <br /> | &lt;b&gt;Postdocs&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jiaul/ Jiaul Paik] <br /> |-<br /> | &lt;b&gt;Graduate Students&lt;/b&gt;<br /> | [http://ar-ar.facebook.com/bagdouri Mossaab Bagdouri], [http://www.umiacs.umd.edu/~ninggao/ Ning Gao],<br /> Rashmi Sankepally, [http://terpconnect.umd.edu/~jyothikv/ Jyothi Vinjumur], [http://terpconnect.umd.edu/~tanx/ Tan Xu], [http://www.umiacs.umd.edu/~daithang/ Thang Nguyen] <br /> |}<br /> <br /> === What we do ===<br /> <br /> The goal of information retrieval is to help people find what they are looking for. Information retrieval research in the CLIP lab focuses principally on retrieval based on the language contained in text, in speech, and in document images. We work across a broad range of content types, from tweets to tomes, from talking to texting, and from Cebuano to Chinese. Three perspectives inform our work: <br /> * we integrate a broad range of computational linguistics techniques,<br /> * we focus on scalable techniques that can accommodate very large collections<br /> * we sometimes draw the boundaries of our “systems” very broadly to include both the automated tools that we create and the process by which users can best employ those tools. <br /> <br /> One example that illustrates these perspectives is our work with “cross-language information retrieval,” in which close coupling of machine translation and information retrieval techniques make it possible for people to find and use information written in languages that they can neither read nor write. Another example is our work on the design and evaluation of “question answering” systems that can automatically find and present answers to complex questions, which serves as a bridge between our work on information retrieval and summarization.<br /> <br /> === Publications ===<br /> <br /> * Douglas W. Oard, &quot;[http://terpconnect.umd.edu/~oard/pdf/elis09.pdf Multilingual Information Access],&quot; in Encyclopedia of Library and Information Sciences, 3rd Ed., 2009.<br /> * Project: [http://ediscovery.umiacs.umd.edu/ Development and Evaluation of Search Technology for Discovery of Evidence in Civil Litigation]<br /> <br /> ==Disambiguation==<br /> <br /> {|<br /> |-<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jbg Jordan Boyd-Graber], [http://www.umiacs.umd.edu/~jklavans Judith Klavans], [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] <br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | Raul David Guerra<br /> |}<br /> <br /> === What we do ===<br /> <br /> &lt;b&gt;Disambiguation &lt;/b&gt; is the process of determining the meaning or senses of a word in its context; disambiguation remains one of the most challenging NLP problems since discovering word senses involves syntactic, semantic and pragmatic contextual inferencing, along with a rich knowledge base to base selection upon. For example, the word &quot;wing&quot; in the theater differs from airplanes, yet another sense for furniture (&quot;wing chair&quot;) applies to some usages. Often disambiguation can be based on windows of two and three words, but usually involves larger computation. Techniques for disambiguation range from the use of large scale thesaural resources (such as WordNet) to purely statistical methods.<br /> <br /> === Publications === <br /> <br /> * [http://www.umiacs.umd.edu/research/t3/index.shtml T3: Text, Tags, Trust]<br /> * [http://www.umiacs.umd.edu/~jbg/docs/jbg-EMNLP07.pdf A Topic Model for Word Sense Disambiguation]<br /> * Philip Resnik and David Yarowsky, &quot;[http://www.cs.jhu.edu/~yarowsky/pubs/nle00.ps Distinguishing Systems and Distinguishing Senses: New Evaluation Methods for Word Sense Disambiguation]&quot;, Natural Language Engineering 5(2), pp. 113-133.<br /> <br /> ==Annotation and Sense-making==<br /> <br /> {| <br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jklavans Judith Klavans] [http://www.umiacs.umd.edu/~louiqa Louiqa Raschid] || <br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | [http://www.cs.umd.edu/~sayyadi Hassan Sayyadi] [http://www.cs.umd.edu/~wsc Shanchan Wu]<br /> |}<br /> <br /> === What we do ===<br /> <br /> Annotation and tagging are ways to enhance knowledge in structured or semi-structured resources. Annotation typically references terms from a controlled vocabulary or ontology and is popular in bibliographic, scientific or museum collections. Tagging is more common in social media to tag images and documents and of course the now ubiquitous hashtags tweets. Sense-making or discovery is the process of extracting knowledge from these annotated or tagged resources and could range from simple counting to data/text mining to graph pattern recognition.<br /> <br /> In the CLIP lab, we are interested in the following tasks:<br /> * Tagging and sense-making<br /> * Pattern discovery in annotated graph datasets from the biomedical domain.<br /> * Data mining with Linked Data.<br /> <br /> === Publications ===<br /> <br /> * [https://wiki.umiacs.umd.edu/clip/pattaran/index.php/Main_Page NSF DBI 1147144 Methodology for Pattern Creation, Imprint Validation, and Discovery from the Annotated Biological Web (PattArAn)] <br /> * [http://www.umiacs.umd.edu/~louiqa/2012/RSEAGER2009.html Pattern Discovery, Validation, and Hypothesis Development from the Annotated Biological Web ]</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Research&diff=670 2013-01-15T18:02:49Z

<p>Resnik: /* Machine Translation */</p> <hr /> <div><br /> <br /> ==Bayesian Modeling==<br /> <br /> {| <br /> |-<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jbg Jordan Boyd-Graber], [http://terpconnect.umd.edu/~naomi Naomi Feldman], [http://umiacs.umd.edu/~hal Hal Daum&amp;eacute; III], [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] <br /> |-<br /> | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~tsmoon/ Taesun Moon]<br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | [http://www.cs.umd.edu/~vietan/ Viet-An Nguyen] [http://umiacs.umd.edu/~ynhu/ Yuening Hu], Ke Zhai<br /> |}<br /> <br /> === What we do ===<br /> <br /> Bayesian modeling is a rigorous mathematical formalism that allows us to build systems that reflect our uncertainty about the world. Applied to language, they allow us to build models that reflect the &quot;latent&quot; aspects of communication such as topic, part of speech, syntax, or sentiment. Using posterior inference, we can use the models to discover the latent features that best explain observed language.<br /> <br /> In the CLIP lab, we are interested in <br /> * building tools that make it easier for people to work with Bayesian models<br /> * scaling inference for Bayesian models up to Web scale<br /> * understanding how humans interpret and understand the latent variables in Bayesian models<br /> <br /> === Publications ===<br /> <br /> * [http://www.umiacs.umd.edu/~hal/HBC/ Hierarchical Bayes Compiler]<br /> * [http://www.umiacs.umd.edu/~jbg/docs/nips2009-rtl.pdf Reading Tea Leaves: How Humans Interpret Topic Models]<br /> * [http://drum.lib.umd.edu/handle/1903/10058 Gibbs Sampling for the Uninitiated]<br /> <br /> ==Machine Translation==<br /> <br /> {| <br /> |-<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik], [http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III], [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr]<br /> |-<br /> | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | | [http://www.umiacs.umd.edu/~hollingk/ Junhui Li]<br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | [http://www.cs.umd.edu/~vlad/ Vladimir Eidelman], Wu Ke, [http://www.cs.umd.edu/~fture/Home.html Ferhan Ture], Phil Dasler<br /> |-<br /> |}<br /> <br /> === What we do ===<br /> <br /> The CLIP Laboratory's current work in &lt;b&gt;machine translation&lt;/b&gt; continues the lab's long tradition of research in this area. Like most of the field, we work within the framework of statistical MT, but with an emphasis on taking appropriate advantage of knowledge driven or linguistically informed model structures, features, and priors. Some current areas of research include syntactically informed language models, linguistically informed translation model features, the use of unsupervised methods in translation modeling, exploitation of large scale &quot;cloud computing&quot; methods, and human-machine collaborative translation via crowdsourcing.<br /> <br /> === Some Recent Publications ===<br /> * Vlad Eidelman, Jordan Boyd-Graber, and Philip Resnik, [http://www.aclweb.org/anthology/P12-2023 Topic Models for Dynamic Translation Model Adaptation], Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL), July 2012.<br /> * Ferhan Ture, Douglas W. Oard, and Philip Resnik. [http://www.aclweb.org/anthology-new/N/N12/N12-1046.pdf Encouraging Consistent Translation Choices]. Proceedings of Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT ‘12), 2012.<br /> * Ferhan Ture and Jimmy Lin. [http://www.umiacs.umd.edu/~jimmylin/publications/Ture_Lin_NAACL-HLT2012.pdf Why Not Grab a Free Lunch? Mining Large Corpora for Parallel Sentences to Improve Translation Modeling]. Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL/HLT 2012), pages 626-630, June 2012, Montreal, Quebec, Canada.<br /> * Matt Snover, Nitin Madnani, Bonnie Dorr, and Richard Schwartz, [ftp://ftp.umiacs.umd.edu/pub/bonnie/10590_2009_9062_Author.pdf TER-Plus: Paraphrases, Semantic, and Alignment Enhancements to Translation Edit Rate], Machine Translation, 23:2-3, Springer Netherlands, pp. 117-127, 2009. <br /> <br /> &lt;b&gt;Some Project Pages&lt;/b&gt;<br /> * [http://www.cs.umd.edu/hcil/monotrans/ Monotrans: Translation Crowdsourcing without Bilinguals]<br /> <br /> ==Paraphrase==<br /> <br /> {|<br /> |-<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr], [http://www.umiacs.umd.edu/~resnik/ Philip Resnik]<br /> |-<br /> | &lt;b&gt;Students&lt;/b&gt;<br /> | [http://www.ling.umd.edu/~yakov/ Yakov Kronrod]<br /> |}<br /> <br /> === What we do ===<br /> <br /> &lt;b&gt;Paraphrase&lt;/b&gt;, the ability to express the same meaning in multiple ways, is an active area of research within the NLP community and here in the CLIP Laboratory. Our work in paraphrase includes the use of paraphrase in MT evaluation and parameter estimation, lattice and forest translation, and collaborative translation, as well as research on lexical and phrasal semantic similarity measures, meaning preservation in machine translation and summarization, and large-scale document similarity computation via cloud computing methods. <br /> <br /> * [http://www.cs.umd.edu/hcil/monotrans/ Monotrans: Crowdsourcing Translation without Bilinguals]<br /> <br /> === Publications ===<br /> <br /> * Generating Phrasal &amp; Sentential Paraphrases: A Survey of Data-Driven Methods. 2010. Computational Linguistics, 36(3). Nitin Madnani and Bonnie Dorr.<br /> * Philip Resnik, Olivia Buzek, Chang Hu, Yakov Kronrod, Alex Quinn, Benjamin B. Bederson. [http://ling.umd.edu/~yakov/CrowdConf2010/final.pdf Improving Translation via Targeted Paraphrasing], 2010 Conference on Empirical Methods in Natural Language Processing, October 2010.<br /> * Yuval Marton, Saif Mohammad, and Philip Resnik. [http://www.aclweb.org/anthology/D/D09/D09-1081.pdf Estimating Semantic Distance Using Soft Semantic Constraints in Knowledge-Source / Corpus Hybrid Models']. Conference on Empirical Methods in Natural Language Processing (EMNLP). Singapore, August 6-7, 2009. <br /> * Nitin Madnani, Necip Fazil Ayan, Philip Resnik, Bonnie Dorr. [http://www.desilinguist.org/pdf/paraphrase-wmt07.pdf Using Paraphrases for Parameter Tuning in Statistical Machine Translation]. 2007. Proceedings of the Second ACL Workshop on Statistical Machine Translation (WMT-07).<br /> <br /> ==Text Summarization ==<br /> <br /> {|<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] David Zajic [http://www.umiacs.umd.edu/~hal Hal Daum&amp;eacute; III] <br /> |}<br /> <br /> === What we do ===<br /> <br /> Text Summarization is the creation of a short document to serve as a surrogate for a longer document. The CLIP Laboratory's approach to summarization enhances the extractive method of selecting source document sentences for inclusion in a summary by using sentence compression to enlarge the pool of available sentences, and by combining fluent text with topic terms. Our sentence compression technology has encompassed both statistical and linguistic methodologies. We have developed an extrinsic evaluation measure for summarization, Relevance Prediction, which is grounded in a real-world task using summarized documents. The CLIP Laboratory, in collaboration with BBN, has been a regular participant in NIST's summarization evaluations (Document Understanding Conferences and Text Analysis Conferences), and has contributed summarization components to DARPA Translingual Information Detection, Extraction and Summarization (TIDES), Surprise Language Exercise (SLE), and Global Autonomous Language Exploitation (GALE) programs, and to the iOpener project.<br /> <br /> <br /> ==Parsing and Tagging==<br /> <br /> {| <br /> |&lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jbg/ Mary Harper] <br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman] <br /> |}<br /> <br /> === Publications ===<br /> <br /> * Huang and Harper, EMNLP 2009: [http://www.aclweb.org/anthology/D/D09/D09-1087.pdf Self-Training PCFG Grammars with Latent Annotations Across Languages]<br /> * Huang, Eidelman and Harper NAACL 2009: [http://www.umiacs.umd.edu/~vlad/papers/tagger-la-st_naacl09.pdf Improving A Simple Bigram HMM Part-of-Speech Tagger by Latent Annotation and Self-Training ]<br /> <br /> ==Computational Social Science==<br /> <br /> {| <br /> | &lt;b&gt; Faculty &lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jbg/ Jordan Boyd-Graber], [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr], [http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin], [http://www.umiacs.umd.edu/~oard/ Douglas W. Oard], [http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid], [http://www.umiacs.umd.edu/~resnik/ Philip Resnik], [http://www.umiacs.umd.edu/~weinberg Amy Weinberg] <br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~vietan/ Viet-An Nguyen] [http://www.cs.umd.edu/~sayyadi Hassan Sayyadi] [http://www.cs.umd.edu/~wsc Shanchan Wu]<br /> |}<br /> <br /> === What we do ===<br /> <br /> &lt;b&gt;Computational social science&lt;/b&gt; involves the use of computational methods and models to leverage [http://www.sciencemag.org/cgi/content/summary/323/5915/721 &quot;the capacity to collect and analyze data at a scale that may reveal patterns of individual and group behaviors&quot;]. Research in the CLIP Laboratory is at the forefront of this emerging area, and includes sentiment analysis (computational modeling and prediction of opinions, perspective, and other private states), automatic analysis and visualization of the scientific literature, modeling the diffusion of technological innovations, modeling and prediction of social goals and actions such as persuasion, monitoring and prediction (tracking events, predicting new links or articles) and recommendation (personalized recommendations, learning to rank).<br /> <br /> === Publications ===<br /> <br /> * Greene and Resnik, NAACL 2009: [http://umiacs.umd.edu/~resnik/pubs/greene_resnik_naacl2009.pdf More Than Words: Syntactic Packaging and Implicit Sentiment]<br /> * Boyd-Graber and Resnik, EMNLP 2010: [http://www.umiacs.umd.edu/~jbg/docs/jbg-mlslda-2010.pdf Holistic Sentiment Analysis Across Languages: Multilingual Supervised Latent Dirichlet Allocation]<br /> * Joshi, Y., Rand, W. and Raschid, L. [http://www.rhsmith.umd.edu/ccb/hccgrant.aspx Diffusion and Ranking in Digital Social Media]<br /> <br /> ==Information Retrieval ==<br /> <br /> {|<br /> |-<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin], [http://terpconnect.umd.edu/~oard/ Douglas W. Oard]<br /> |- <br /> | &lt;b&gt;Postdocs&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~ewagner/ Earl Wagner], [http://www.umiacs.umd.edu/~wew/ William Webber] <br /> |-<br /> | &lt;b&gt;Graduate Students&lt;/b&gt;<br /> | [http://ar-ar.facebook.com/bagdouri Mossaab Bagdouri], [https://plus.google.com/101329784257647049204/posts Sergey Golitsynskiy], [http://www.cs.umd.edu/~fture/ Ferhan Ture], [http://terpconnect.umd.edu/~tanx/ Tan Xu] <br /> |}<br /> <br /> === What we do ===<br /> <br /> The goal of information retrieval is to help people find what they are looking for. Information retrieval research in the CLIP lab focuses principally on retrieval based on the language contained in text, in speech, and in document images. We work across a broad range of content types, from tweets to tomes, from talking to texting, and from Cebuano to Chinese. Three perspectives inform our work: <br /> * we integrate a broad range of computational linguistics techniques,<br /> * we focus on scalable techniques that can accommodate very large collections<br /> * we sometimes draw the boundaries of our “systems” very broadly to include both the automated tools that we create and the process by which users can best employ those tools. <br /> <br /> One example that illustrates these perspectives is our work with “cross-language information retrieval,” in which close coupling of machine translation and information retrieval techniques make it possible for people to find and use information written in languages that they can neither read nor write. Another example is our work on the design and evaluation of “question answering” systems that can automatically find and present answers to complex questions, which serves as a bridge between our work on information retrieval and summarization.<br /> <br /> === Publications ===<br /> <br /> * Douglas W. Oard, &quot;[http://terpconnect.umd.edu/~oard/pdf/elis09.pdf Multilingual Information Access],&quot; in Encyclopedia of Library and Information Sciences, 3rd Ed., 2009.<br /> * Project: [http://ediscovery.umiacs.umd.edu/ Development and Evaluation of Search Technology for Discovery of Evidence in Civil Litigation]<br /> <br /> ==Disambiguation==<br /> <br /> {|<br /> |-<br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jbg Jordan Boyd-Graber], [http://www.umiacs.umd.edu/~jklavans Judith Klavans], [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] <br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | Raul David Guerra<br /> |}<br /> <br /> === What we do ===<br /> <br /> &lt;b&gt;Disambiguation &lt;/b&gt; is the process of determining the meaning or senses of a word in its context; disambiguation remains one of the most challenging NLP problems since discovering word senses involves syntactic, semantic and pragmatic contextual inferencing, along with a rich knowledge base to base selection upon. For example, the word &quot;wing&quot; in the theater differs from airplanes, yet another sense for furniture (&quot;wing chair&quot;) applies to some usages. Often disambiguation can be based on windows of two and three words, but usually involves larger computation. Techniques for disambiguation range from the use of large scale thesaural resources (such as WordNet) to purely statistical methods.<br /> <br /> === Publications === <br /> <br /> * [http://www.umiacs.umd.edu/research/t3/index.shtml T3: Text, Tags, Trust]<br /> * [http://www.umiacs.umd.edu/~jbg/docs/jbg-EMNLP07.pdf A Topic Model for Word Sense Disambiguation]<br /> * Philip Resnik and David Yarowsky, &quot;[http://www.cs.jhu.edu/~yarowsky/pubs/nle00.ps Distinguishing Systems and Distinguishing Senses: New Evaluation Methods for Word Sense Disambiguation]&quot;, Natural Language Engineering 5(2), pp. 113-133.<br /> <br /> ==Annotation and Sense-making==<br /> <br /> {| <br /> | &lt;b&gt;Faculty&lt;/b&gt;<br /> | [http://www.umiacs.umd.edu/~jklavans Judith Klavans] [http://www.umiacs.umd.edu/~louiqa Louiqa Raschid] || <br /> |-<br /> | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | [http://www.cs.umd.edu/~sayyadi Hassan Sayyadi] [http://www.cs.umd.edu/~wsc Shanchan Wu]<br /> |}<br /> <br /> === What we do ===<br /> <br /> Annotation and tagging are ways to enhance knowledge in structured or semi-structured resources. Annotation typically references terms from a controlled vocabulary or ontology and is popular in bibliographic, scientific or museum collections. Tagging is more common in social media to tag images and documents and of course the now ubiquitous hashtags tweets. Sense-making or discovery is the process of extracting knowledge from these annotated or tagged resources and could range from simple counting to data/text mining to graph pattern recognition.<br /> <br /> In the CLIP lab, we are interested in the following tasks:<br /> * Tagging and sense-making<br /> * Pattern discovery in annotated graph datasets from the biomedical domain.<br /> * Data mining with Linked Data.<br /> <br /> === Publications ===<br /> <br /> * [https://wiki.umiacs.umd.edu/clip/pattaran/index.php/Main_Page NSF DBI 1147144 Methodology for Pattern Creation, Imprint Validation, and Discovery from the Annotated Biological Web (PattArAn)] <br /> * [http://www.umiacs.umd.edu/~louiqa/2012/RSEAGER2009.html Pattern Discovery, Validation, and Hypothesis Development from the Annotated Biological Web ]</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=News&diff=528 2012-05-02T04:39:00Z

<p>Resnik: /* Philip Resnik */</p> <hr /> <div>= Recent Accomplishments in the last 12 months =<br /> <br /> ==Jordan Boyd-Graber==<br /> <br /> Wrote 300 papers and 300 programs.<br /> <br /> ==Hal Daume III==<br /> <br /> Supervised an endless string of graduate students and made cupcakes.<br /> <br /> ==David Doermann==<br /> <br /> Submitted gazillion proposals.<br /> <br /> ==Bonnie Dorr==<br /> <br /> Funded ginormous numbers of proposals.<br /> <br /> == Naomi Feldman ==<br /> <br /> Same as Jordan.<br /> <br /> ==Jimmy Lin==<br /> <br /> What else ... tweeted and mapped and reduced.<br /> <br /> ==Doug Oard== <br /> <br /> Something to do with being a fearless lab leader and deanish stuff.<br /> <br /> ==Louiqa Raschid==<br /> <br /> PattArAn: NSF grant. Collaboration with plant biologists at the University of Maryland. <br /> Potential contributions to the Arabidopsis community.<br /> SM3: NSF grant. Social media modeling, prediction and recommendation. <br /> Multiple papers in collaboration with Shanchan Wu and Hassan Sayyadi and <br /> Smith colleague - Bill Rand and Yogesh Joshi and Liye Ma and Prem Swaroop .<br /> PAnG: Tool for graph data mining of annotated graph datasets. <br /> Collaboration with Samir Khuller and multiple papers. <br /> Mentoring of several undergraduate students.<br /> Next Generation Financial Cyberinfrastructure: Workshops in July 2010 and July 2012<br /> sponsored by the NSF and CRA/CCC.<br /> <br /> ==Philip Resnik==<br /> <br /> Desperately trying to remember that he's on sabbatical.<br /> <br /> === Media ===<br /> <br /> * An article in [http://www.healthleadersmedia.com/index.cfm HealthLeaders Media] entitled [http://www.healthleadersmedia.com/page-1/TEC-277956/Are-EMRs-Killing-the-Clinical-Narrative Are EMRs Killing the Clinical Narrative?] covered my SXSW 2012 talk ([http://umiacs.umd.edu/~resnik/resnik_sxsw2012.pdf slides], [http://sxsw.com/node/10949 audio]) and appears to have stirred up some [https://www.google.com/search?sourceid=chrome&amp;ie=UTF-8&amp;q=%22Are+EMRs+Killing+the+Clinical+Narrative%3F%22 interesting discussion]. Which is great, since that's exactly what the talk was designed for.<br /> <br /> * Was really pleased to be included among those quoted in discussions by the Wall Street Journal's &quot;Numbers Guy&quot;, Carl Bialik, about mining Twitter for public opinion, including both the [http://online.wsj.com/article/SB10001424052970203646004577213242703490740.html print column] and the accompanying [http://blogs.wsj.com/numbersguy/mining-tweets-for-public-opinion-1118/ blog post].<br /> <br /> * Had great fun guesting on [http://thekojonnamdishow.org/ the Kojo Nnamdi show] on WAMU 88.5 in Washington DC, talking about [http://thekojonnamdishow.org/shows/2012-01-31/new-frontiers-political-polling-social-media-and-sentiment-analysis New Frontiers in Political Polling: Social Media and &quot;Sentiment Analysis&quot;]. We discussed computational analysis of social media in the context of political campaigns, which was also the topic of a recent posting I did on [http://languagelog.ldc.upenn.edu/nll Language Log] called [http://languagelog.ldc.upenn.edu/nll/?p=3712 #CompuPolitics]; we also briefly discussed the [http://reactlabs.org React Labs] project, in which collaborators and I are developing a smartphone app for large scale, real-time collection of people's responses during live events like political debates.<br /> <br /> * Quoted in the [http://www.newscientist.com/article/mg21228365.300-how-innovative-is-apples-new-voice-assistant-siri.html &lt;em&gt;New Scientist&lt;/em&gt; story on Siri].<br /> <br /> * Collaborative work with Ben Bederson and students on [http://www.cs.umd.edu/hcil/monotrans/ monolingual translation crowdsourcing] discussed in Jim Giles, [http://www.newscientist.com/ New Scientist], [http://www.newscientist.com/issue/2818 Issue 2818], [http://www.newscientist.com/article/mg21028181.900-the-manmachine-harnessing-humans-in-a-hive-mind.html The man-machine: Harnessing humans in a hive mind].<br /> <br /> === Talks and Meetings ===<br /> <br /> * Spoke on a panel at the National Institutes of Health Workshop on [http://www.tech-res.com/NLPCDS/ Natural Language Processing: State of the Art, Future Directions and Applications for Enhancing Clinical Decision-Making]. Slides [http://umiacs.umd.edu/~resnik/pubs/resnik_nih_nlp_workshop.pdf here] and there should be a full videocast of the workshop available at NIH soon.<br /> <br /> * Participated as an invited delegate at [http://www.washingtonpost.com/national/health-science/scientists-become-superstars-as-tedmed-moves-to-washington/2012/04/14/gIQAnyaPHT_story.html TEDMED 2012].<br /> <br /> * Gave an invited plenary lecture at the [http://aaal.org/displaycommon.cfm?an=1&amp;subarticlenbr=64 2012 American Association for Applied Linguistics conference], entitled [http://aaal.org/displaycommon.cfm?an=1&amp;subarticlenbr=67#Spin The Linguistics of Spin: A Computational Linguist's Forays into Social Science]. (During the talk I used myself as a guinea pig for the [http://reactlabs.org React Labs live polling app] that I'm developing; results can be found [http://results.reactlabs.org here].)<br /> <br /> * Spoke at [http://sxsw.com/interactive South By Southwest Interactive] (SXSWi) on [http://panelpicker.sxsw.com/ideas/view/10361 Language Technology, Electronic Health Records, and the Clinical Narrative]; slides available [http://umiacs.umd.edu/~resnik/resnik_sxsw2012.pdf here], with audio [http://sxsw.com/node/10949 here].<br /> <br /> * Spoke at Google Research on [http://www.cs.umd.edu/hcil/monotrans/ crowdsourcing and translation], to kick off a new Google-funded collaboration involving me, [http://www.cs.umd.edu/~bederson/ Ben Bederson], and [http://www.cs.jhu.edu/~ccb/ Chris Callison-Burch] that we're calling &quot;Translate the World&quot;.<br /> <br /> * Gave the keynote talk at the [http://sentimentsymposium.com/ Sentiment Analysis Symposium], a technology/business event focused on, yes, sentiment analysis.<br /> <br /> * Gave an invited keynote talk, &quot;Computer Assisted Coding and Beyond: An Academic's Adventures with Clinical Natural Language Processing in the Real World&quot;, at the [http://compbio.ucdenver.edu/BioNLP2011/cfp.shtml ACL/HLT 2011 BioNLP Workshop]<br /> <br /> * Spoke on [http://calendar.nih.gov/app/MCalInfoView.aspx?evtID=23633 &quot;Computer Assisted Coding and Beyond: An Academic's Adventures with Clinical Natural Language Processing in the Real World&quot;] at the [http://www.lhncbc.nlm.nih.gov/lhc/servlet/Turbine/template/home%2CHome.vm National Library of Medicine].<br /> <br /> <br /> === Research Awards ===<br /> <br /> * Awarded National Science Foundation funding for a new project in computational political science in collaboration with computer scientist Noah Smith (CMU) and political scientists Amber Boydstun (UC Davis) and Justin Gross (UNC Chapel Hill). The project will develop new computational modeling methods, grounded in data-driven computational linguistics, aimed at improving the scientific understanding of how issues are framed by political elites, the media, and the public.<br /> <br /> * Awarded DARPA funding for a pilot project on advanced analysis of social media in collaboration with BBN and Converseon, Inc.<br /> <br /> * Received new Google Research Award funding for a collaboration involving me, [http://www.cs.umd.edu/~bederson/ Ben Bederson], and [http://www.cs.jhu.edu/~ccb/ Chris Callison-Burch] entitled &quot;Translate the World&quot;.<br /> <br /> * Student poster entitled &lt;em&gt;Using Monolingual Crowds to Improve Translation&lt;/em&gt;, presented by Yakov Kronrod (Linguistics), featuring work by Yakov, Chang Hu (CS), Olivia Buzek (CS and Linguistics undergrad, now a PhD student at JHU), and Alexander J. Quinn (CS) on our [http://www.cs.umd.edu/hcil/monotrans/ monolingual translation] project (collaboration with Ben Bederson) was named the winning poster in the Math, Technology, and Engineering category at the [http://aaas.confex.com/aaas/2011/poster/cfp.cgi/ 2011 AAAS Student Poster Competition].</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Main_Page&diff=408 2011-08-25T14:26:56Z

<p>Resnik: /* Computational Linguistics and Information Processing at Maryland */</p> <hr /> <div>&lt;div style=&quot;text-align: center;&quot;&gt;<br /> Looking for our [http://www.umiacs.umd.edu/research/CLIP-old/ old webpage]?<br /> &lt;/div&gt;<br /> <br /> ==Computational Linguistics and Information Processing at Maryland==<br /> <br /> The CLIP laboratory at Maryland is engaged in designing algorithms and building systems which allow computers to effectively and efficiently perform human language-related tasks and is part of the broader &lt;span class=&quot;plainlinks&quot;&gt;[http://languagescience.umd.edu/ language science]&lt;/span&gt; initiative at Maryland. The lab is a part of the &lt;span class=&quot;plainlinks&quot;&gt;'''[http://umiacs.umd.edu/ University of Maryland Institute for Advanced Computer Studies (UMIACS)]'''&lt;/span&gt;, and is composed of faculty, researchers, and students spanning multiple departments: <br /> * &lt;span class=&quot;plainlinks&quot;&gt;'''[http://www.cs.umd.edu/ Department of Computer Science]'''&lt;/span&gt;<br /> * &lt;span class=&quot;plainlinks&quot;&gt; '''[http://www.ling.umd.edu/ Department of Linguistics]'''&lt;/span&gt;<br /> * &lt;span class=&quot;plainlinks&quot;&gt;'''[http://ischool.umd.edu/ the iSchool]'''&lt;/span&gt;<br /> * &lt;span class=&quot;plainlinks&quot;&gt;'''[http://www.rhsmith.umd.edu/ Robert H. Smith School of Business]'''&lt;/span&gt;. <br /> <br /> The group’s research covers most of the major areas of language research, including but not limited to speech recognition, handwriting and optical character recognition, multilingual text processing such as machine translation, and language data exploitation applications including [[Research#Summarization|document summarization]], sense-making across structured data such as ontologies and thesauri, information retrieval, ranking and personalization, and [[Research#Computational_Social_Science|computational social science]].<br /> <br /> Natural language research focuses on several areas of broadscale multilingual processing, e.g., [[Research#Machine_Translation|machine translation]], [[Research#Summarization|summarization]], scalable translingual document detection, cross-language information retrieval, and computational social science.<br /> <br /> Research in machine learning focuses on latent variable models of language, approximate inference, and how to make probabilistic models understandable to users.<br /> <br /> Data management research focuses on architectures for wide area computation with heterogeneous information servers, pattern discovery from the annotated hyperlinked Web of life science resources, personalization and ranking and recommendation for social media, and event detection and monitoring.<br /> <br /> Several language researchers in the CLIP lab are also affiliated with the &lt;span class=&quot;plainlinks&quot;&gt;'''[http://lamp.cfar.umd.edu/media.htm Language and Media Processing (LAMP) Laboratory]'''&lt;/span&gt;.</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Main_Page&diff=407 2011-08-25T14:25:59Z

<p>Resnik: /* Computational Linguistics and Information Processing at Maryland */</p> <hr /> <div>&lt;div style=&quot;text-align: center;&quot;&gt;<br /> Looking for our [http://www.umiacs.umd.edu/research/CLIP-old/ old webpage]?<br /> &lt;/div&gt;<br /> <br /> ==Computational Linguistics and Information Processing at Maryland==<br /> <br /> The CLIP laboratory at Maryland is engaged in designing algorithms and building systems which allow computers to effectively and efficiently perform human language-related tasks and is part of the broader &lt;span class=&quot;plainlinks&quot;&gt;[http://languagescience.umd.edu/ language science]&lt;/span&gt; initiative at Maryland. The lab is a part of the &lt;span class=&quot;plainlinks&quot;&gt;'''[http://umiacs.umd.edu/ University of Maryland Institute for Advanced Computer Studies (UMIACS)]'''&lt;/span&gt;, and is composed of faculty, researchers, and students spanning multiple departments: <br /> * &lt;span class=&quot;plainlinks&quot;&gt;'''[http://www.cs.umd.edu/ Department of Computer Science]'''&lt;/span&gt;<br /> * &lt;span class=&quot;plainlinks&quot;&gt; '''[http://www.ling.umd.edu/ Department of Linguistics]'''&lt;/span&gt;<br /> * &lt;span class=&quot;plainlinks&quot;&gt;'''[http://ischool.umd.edu/ the iSchool]'''&lt;/span&gt;<br /> * &lt;span class=&quot;plainlinks&quot;&gt;'''[http://www.rhsmith.umd.edu/ Robert H. Smith School of Business]'''&lt;/span&gt;. <br /> <br /> The group’s research covers most of the major areas of language research, including but not limited to speech recognition, handwriting and optical character recognition, multilingual text processing such as machine translation, and language data exploitation applications including document summarization, sense-making across structured data such as ontologies and thesauri, information retrieval, ranking and personalization, and [[Research#Computational_Social_Science]].<br /> <br /> Natural language research focuses on several areas of broadscale multilingual processing, e.g., [[Research#Machine_Translation|machine translation]], [[Research#Summarization|summarization]], scalable translingual document detection, cross-language information retrieval, and computational social science.<br /> <br /> Research in machine learning focuses on latent variable models of language, approximate inference, and how to make probabilistic models understandable to users.<br /> <br /> Data management research focuses on architectures for wide area computation with heterogeneous information servers, pattern discovery from the annotated hyperlinked Web of life science resources, personalization and ranking and recommendation for social media, and event detection and monitoring.<br /> <br /> Several language researchers in the CLIP lab are also affiliated with the &lt;span class=&quot;plainlinks&quot;&gt;'''[http://lamp.cfar.umd.edu/media.htm Language and Media Processing (LAMP) Laboratory]'''&lt;/span&gt;.</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Main_Page&diff=406 2011-08-25T14:24:09Z

<p>Resnik: /* Computational Linguistics and Information Processing at Maryland */</p> <hr /> <div>&lt;div style=&quot;text-align: center;&quot;&gt;<br /> Looking for our [http://www.umiacs.umd.edu/research/CLIP-old/ old webpage]?<br /> &lt;/div&gt;<br /> <br /> ==Computational Linguistics and Information Processing at Maryland==<br /> <br /> The CLIP laboratory at Maryland is engaged in designing algorithms and building systems which allow computers to effectively and efficiently perform human language-related tasks and is part of the broader &lt;span class=&quot;plainlinks&quot;&gt;[http://languagescience.umd.edu/ language science]&lt;/span&gt; initiative at Maryland. The lab is a part of the &lt;span class=&quot;plainlinks&quot;&gt;'''[http://umiacs.umd.edu/ University of Maryland Institute for Advanced Computer Studies (UMIACS)]'''&lt;/span&gt;, and is composed of faculty, researchers, and students spanning multiple departments: <br /> * &lt;span class=&quot;plainlinks&quot;&gt;'''[http://www.cs.umd.edu/ Department of Computer Science]'''&lt;/span&gt;<br /> * &lt;span class=&quot;plainlinks&quot;&gt; '''[http://www.ling.umd.edu/ Department of Linguistics]'''&lt;/span&gt;<br /> * &lt;span class=&quot;plainlinks&quot;&gt;'''[http://ischool.umd.edu/ the iSchool]'''&lt;/span&gt;<br /> * &lt;span class=&quot;plainlinks&quot;&gt;'''[http://www.rhsmith.umd.edu/ Robert H. Smith School of Business]'''&lt;/span&gt;. <br /> <br /> The group’s research covers most of the major areas of language research, including but not limited to speech recognition, handwriting and optical character recognition, multilingual text processing such as machine translation, and language data exploitation applications including document summarization, sense-making across structured data such as ontologies and thesauri, information retrieval, ranking and personalization, and sentiment analysis.<br /> <br /> Natural language research focuses on several areas of broadscale multilingual processing, e.g., [[Research#Machine_Translation|machine translation]], [[Research#Summarization|summarization]], scalable translingual document detection, cross-language information retrieval, and computational social science.<br /> <br /> Research in machine learning focuses on latent variable models of language, approximate inference, and how to make probabilistic models understandable to users.<br /> <br /> Data management research focuses on architectures for wide area computation with heterogeneous information servers, pattern discovery from the annotated hyperlinked Web of life science resources, personalization and ranking and recommendation for social media, and event detection and monitoring.<br /> <br /> Several language researchers in the CLIP lab are also affiliated with the &lt;span class=&quot;plainlinks&quot;&gt;'''[http://lamp.cfar.umd.edu/media.htm Language and Media Processing (LAMP) Laboratory]'''&lt;/span&gt;.</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=People&diff=405 2011-08-25T14:20:52Z

<p>Resnik: /* Faculty */</p> <hr /> <div>== Faculty ==<br /> * '''[http://www.umiacs.umd.edu/~jbg/ Jordan Boyd-Graber]''': Assistant Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III]''': Assistant Professor, Computer Science, Linguistics and Institute for Advanced Computer Studies<br /> <br /> * '''[http://lampsrv02.umiacs.umd.edu/projdb/person.php?id=2 David Doermann]''': Senior Research Scientist<br /> <br /> * '''[http://www.umiacs.umd.edu/~bonnie/ Bonnie J. Dorr]''': Professor of Computer Science and UMIACS, Associate Dean of College of Computer, Mathematical and Natural Sciences<br /> <br /> * '''[http://terpconnect.umd.edu/~mharper/ Mary Harper]''': Affiliate Research Professor, Computer Science, Electrical and Computer Engineering, and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~jklavans/ Judith Klavans]''': Visiting Senior Research Scientist<br /> <br /> * '''[http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin]''': Associate Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.glue.umd.edu/~oard/ Douglas W. Oard]''': Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid]''': Professor, Smith School of Business and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~resnik/ Philip Resnik]''': Professor, Department of Linguistics and Institute for Advanced Computer Studies; Affiliate Professor, Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~weinberg/ Amy Weinberg]''': Professor, Department of Linguistics and Institute for Advanced Computer Studies<br /> <br /> ==Researchers and Post-Docs==<br /> <br /> * '''[http://www.umiacs.umd.edu/~hollingk/ Kristy Hollingshead]'''<br /> * '''[http://www.cs.umd.edu/~skok/ Stanley Kok]'''<br /> * '''[http://www.umiacs.umd.edu/~ewagner/ Earl J. Wagner]<br /> <br /> ==Graduate Students==<br /> <br /> * '''[http://www.cs.utah.edu/~arvind/ Arvind Agarwal]''': Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman]''': Ph.D. student, Department of Computer Science<br /> <br /> * Irene Eleta: Ph.D. student, iSchool<br /> <br /> * Denis Filimonov, Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.utah.edu/~amitg/ Amit Goyal]''': Ph.D. student, Department of Computer Science<br /> <br /> * Raul David Guerra: Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~hardisty/ Eric Hardisty]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~changhu/ Chang Hu]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~ynhu Yuening Hu]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~zqhuang/ Zhongqiang Huang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~jags/ Jagadeesh Jagarlamudi]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~jiarong/ Jiarong Jiang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.ling.umd.edu/~yakov Yakov Kronrod]''': Ph.D. student, Department of Linguistics<br /> <br /> * '''[http://www.umiacs.umd.edu/~abhishek/ Abhishek Kumar]''': Ph.D. student, Department of Computer Science<br /> <br /> * Craig Murray<br /> <br /> * '''[http://www.cs.umd.edu/~vietan/ Viet-An Nguyen]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~sayyadi/ Hassan Sayyadi]''': Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~fture/ Ferhan Ture]''': Ph.D. student, Department of Computer Science<br /> <br /> * Lidan Wang<br /> <br /> * Ke Wu, Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~wsc/ Shanchan Wu]''': Ph.D. student, Department of Computer Science<br /> <br /> * Tan Xu, Ph.D. student, iSchool<br /> <br /> * Ke Zhai: Ph.D. student, Department of Computer Science<br /> <br /> ==Undergraduate Students==<br /> <br /> == CLIP Alumni ==<br /> <br /> ''Note: information about where people went after UMD may or may not be up to date.''<br /> <br /> ===Researchers and postdocs===<br /> <br /> '''[http://www.umiacs.umd.edu/~jbg/static/home.html Jordan Boyd-Graber]''', Assistant Professor, University of Maryland<br /> <br /> '''[http://www.linkedin.com/in/maribromanolsen Mari Broman-Olsen]''', Microsoft<br /> <br /> '''[http://www.cs.umd.edu/~telsayed/ Tamer Elsayed]'''<br /> <br /> '''[http://www.isi.edu/~chiang/ David Chiang]''', Research Assistant Professor, University of Southern California/Information Sciences Institute<br /> <br /> '''[http://www.cs.pitt.edu/~hwa/ Rebecca Hwa]''', Associate Professor, University of Pittsburgh<br /> <br /> '''[http://faculty.washington.edu/levow/ Gina Levow]''', Assistant Professor, University of Washington<br /> <br /> Saif Mohammad, Research Officer at the National Research Council of Canada<br /> <br /> '''[http://comminfo.rutgers.edu/directory/smuresan/index.html Smaranda Muresan]''', Assistant Professor, Rutgers University<br /> <br /> '''[http://www.umiacs.umd.edu/~hendra/ Hendra Setiawan]''', Researcher, IBM TJ Watson Research Center<br /> <br /> Carolyn Sheffield, Smithsonian Institute<br /> <br /> Rebecca LaPlante, Independent Consultant on Information Access<br /> <br /> '''[http://dbs.uni-leipzig.de/en/person/andreas_thor Andreas Thor]''', University of Leipzig<br /> <br /> '''[http://www.ldc.usb.ve/~mvidal/ Maria Esther Vidal]''', Professor, Universidad Simon Bolivar<br /> <br /> '''[http://www.sis.pitt.edu/~vladimir/ Vladimir Zadorozhny]''', Associate Professor, University of Pittsburgh<br /> <br /> '''[http://ufal.mff.cuni.cz/~zeman/en/ Daniel Zeman]''', Researcher, Charles University (Prague)<br /> <br /> ===Ph.D. Students===<br /> <br /> Necip Fazil Ayan (SRI)<br /> <br /> Laura Bright <br /> <br /> '''[http://www.cs.ntou.edu.tw/CSWebPage/eng/teachers.php Ya-Hui Chang]''': Associate Professor, National Taiwan Ocean University, Keelung, Taiwan<br /> <br /> Waiyian Chong (Yuan)<br /> <br /> Dina Demner-Fushman (National Library of Medicine)<br /> <br /> Mona Diab (Columbia University) <br /> <br /> '''[http://www.cs.cmu.edu/~cdyer/ Chris Dyer]''' (Carnegie Mellon University)<br /> <br /> Rebecca Green (Library of Congress)<br /> <br /> Stephan Greene (CodeRyte Inc.)<br /> <br /> Nizar Habash (Columbia University)<br /> <br /> Darsana P. Josyula<br /> <br /> Maria Katsova (Microsoft Research) <br /> <br /> Okan Kolak (Google)<br /> <br /> Grecia Lapizco<br /> <br /> '''[http://www.ncbi.nlm.nih.gov/CBBresearch/Fellows/AdamLee/ Adam (Woei-Jyh) Lee]''': Postdoc Fellow, National Institutes of Health<br /> <br /> '''[http://www.cs.jhu.edu/~alopez/ Adam Lopez]''' (JHU)<br /> <br /> Jun Luo <br /> <br /> Nitin Madnani (ETS)<br /> <br /> '''[http://www1.ccls.columbia.edu/~ymarton/ Yuval Marton]''' (Columbia University)<br /> <br /> Joseph Naft<br /> <br /> Scott Olsson<br /> <br /> Lisa Pearl (UC Irvine)<br /> <br /> Stacy President Hobson (IBM Research)<br /> <br /> Alejandro Rodriguez<br /> <br /> Asad Sayeed (University of the Saarland)<br /> <br /> Wade Shen (MIT Lincoln Labs) <br /> <br /> Matthew Snover (CUNY)<br /> <br /> Calandra Tate (West Point)<br /> <br /> Scott Thomas (Navy Research Labs) <br /> <br /> Clare Voss (Army Research Labs) <br /> <br /> Nate Waisbrot <br /> <br /> Jianqiang Wang (State University of New York at Buffalo)<br /> <br /> Yao Wu (Microsoft)<br /> <br /> David Zajic (Univeristy of Maryland - CASL)<br /> <br /> ===MS Students===<br /> <br /> David Alexander (BBN)<br /> <br /> Aitziber Atutxa (Univ of the Basque Country)<br /> <br /> Clara Cabezas <br /> <br /> Jacob Devlin (BBN)<br /> <br /> Ed Kenschaft<br /> <br /> Grazia Russo-Lassner<br /> <br /> Aga Skotowski (BBN)<br /> <br /> Michael Subotin<br /> <br /> ===Undergraduate Students===<br /> <br /> Olivia Buzek (PhD student, JHU)<br /> <br /> Aaron Elkiss (PhD student, University of Michigan --&gt; Univ of Michigan Libraries)<br /> <br /> Andrew Fister <br /> <br /> Ayelet Goldin<br /> <br /> Gregory Marton (PhD student, MIT --&gt; Google Research)<br /> <br /> Ederlyn Lacson (Microsoft)<br /> <br /> Jesse Metcalf-Burton (PhD from University of Michigan)<br /> <br /> Eric Nichols (MS student, Nara Institute of Science and Technology, Japan)<br /> <br /> Lisa Pearl (PhD from UMD --&gt; assistant professor, UC Irvine)<br /> <br /> Noah Smith (PhD from JHU --&gt; assistant prof --&gt; associate professor, CMU)<br /> <br /> Jessica Stevens (BBN)<br /> <br /> Michael Wasser</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=People&diff=404 2011-08-25T14:20:07Z

<p>Resnik: /* Ph.D. Students */</p> <hr /> <div>== Faculty ==<br /> * '''[http://www.umiacs.umd.edu/~jbg/ Jordan Boyd-Graber]''': Assistant Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III]''': Assistant Professor, Computer Science, Linguistics and Institute for Advanced Computer Studies<br /> <br /> * '''[http://lampsrv02.umiacs.umd.edu/projdb/person.php?id=2 David Doermann]''': Senior Research Scientist<br /> <br /> * '''[http://www.umiacs.umd.edu/~bonnie/ Bonnie J. Dorr]''': Professor of Computer Science and UMIACS, Associate Dean of College of Computer, Mathematical and Natural Sciences<br /> <br /> * '''[http://terpconnect.umd.edu/~mharper/ Mary Harper]''': Affiliate Research Professor, Computer Science, Electrical and Computer Engineering, and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~jklavans/ Judith Klavans]''': Visiting Senior Research Scientist<br /> <br /> * '''[http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin]''': Associate Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.glue.umd.edu/~oard/ Douglas W. Oard]''': Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid]''': Professor, Smith School of Business and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~resnik/ Philip Resnik]''': Professor, Department of Linguistics and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~weinberg/ Amy Weinberg]''': Professor, Department of Linguistics and Institute for Advanced Computer Studies<br /> <br /> ==Researchers and Post-Docs==<br /> <br /> * '''[http://www.umiacs.umd.edu/~hollingk/ Kristy Hollingshead]'''<br /> * '''[http://www.cs.umd.edu/~skok/ Stanley Kok]'''<br /> * '''[http://www.umiacs.umd.edu/~ewagner/ Earl J. Wagner]<br /> <br /> ==Graduate Students==<br /> <br /> * '''[http://www.cs.utah.edu/~arvind/ Arvind Agarwal]''': Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman]''': Ph.D. student, Department of Computer Science<br /> <br /> * Irene Eleta: Ph.D. student, iSchool<br /> <br /> * Denis Filimonov, Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.utah.edu/~amitg/ Amit Goyal]''': Ph.D. student, Department of Computer Science<br /> <br /> * Raul David Guerra: Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~hardisty/ Eric Hardisty]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~changhu/ Chang Hu]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~ynhu Yuening Hu]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~zqhuang/ Zhongqiang Huang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~jags/ Jagadeesh Jagarlamudi]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~jiarong/ Jiarong Jiang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.ling.umd.edu/~yakov Yakov Kronrod]''': Ph.D. student, Department of Linguistics<br /> <br /> * '''[http://www.umiacs.umd.edu/~abhishek/ Abhishek Kumar]''': Ph.D. student, Department of Computer Science<br /> <br /> * Craig Murray<br /> <br /> * '''[http://www.cs.umd.edu/~vietan/ Viet-An Nguyen]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~sayyadi/ Hassan Sayyadi]''': Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~fture/ Ferhan Ture]''': Ph.D. student, Department of Computer Science<br /> <br /> * Lidan Wang<br /> <br /> * Ke Wu, Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~wsc/ Shanchan Wu]''': Ph.D. student, Department of Computer Science<br /> <br /> * Tan Xu, Ph.D. student, iSchool<br /> <br /> * Ke Zhai: Ph.D. student, Department of Computer Science<br /> <br /> ==Undergraduate Students==<br /> <br /> == CLIP Alumni ==<br /> <br /> ''Note: information about where people went after UMD may or may not be up to date.''<br /> <br /> ===Researchers and postdocs===<br /> <br /> '''[http://www.umiacs.umd.edu/~jbg/static/home.html Jordan Boyd-Graber]''', Assistant Professor, University of Maryland<br /> <br /> '''[http://www.linkedin.com/in/maribromanolsen Mari Broman-Olsen]''', Microsoft<br /> <br /> '''[http://www.cs.umd.edu/~telsayed/ Tamer Elsayed]'''<br /> <br /> '''[http://www.isi.edu/~chiang/ David Chiang]''', Research Assistant Professor, University of Southern California/Information Sciences Institute<br /> <br /> '''[http://www.cs.pitt.edu/~hwa/ Rebecca Hwa]''', Associate Professor, University of Pittsburgh<br /> <br /> '''[http://faculty.washington.edu/levow/ Gina Levow]''', Assistant Professor, University of Washington<br /> <br /> Saif Mohammad, Research Officer at the National Research Council of Canada<br /> <br /> '''[http://comminfo.rutgers.edu/directory/smuresan/index.html Smaranda Muresan]''', Assistant Professor, Rutgers University<br /> <br /> '''[http://www.umiacs.umd.edu/~hendra/ Hendra Setiawan]''', Researcher, IBM TJ Watson Research Center<br /> <br /> Carolyn Sheffield, Smithsonian Institute<br /> <br /> Rebecca LaPlante, Independent Consultant on Information Access<br /> <br /> '''[http://dbs.uni-leipzig.de/en/person/andreas_thor Andreas Thor]''', University of Leipzig<br /> <br /> '''[http://www.ldc.usb.ve/~mvidal/ Maria Esther Vidal]''', Professor, Universidad Simon Bolivar<br /> <br /> '''[http://www.sis.pitt.edu/~vladimir/ Vladimir Zadorozhny]''', Associate Professor, University of Pittsburgh<br /> <br /> '''[http://ufal.mff.cuni.cz/~zeman/en/ Daniel Zeman]''', Researcher, Charles University (Prague)<br /> <br /> ===Ph.D. Students===<br /> <br /> Necip Fazil Ayan (SRI)<br /> <br /> Laura Bright <br /> <br /> '''[http://www.cs.ntou.edu.tw/CSWebPage/eng/teachers.php Ya-Hui Chang]''': Associate Professor, National Taiwan Ocean University, Keelung, Taiwan<br /> <br /> Waiyian Chong (Yuan)<br /> <br /> Dina Demner-Fushman (National Library of Medicine)<br /> <br /> Mona Diab (Columbia University) <br /> <br /> '''[http://www.cs.cmu.edu/~cdyer/ Chris Dyer]''' (Carnegie Mellon University)<br /> <br /> Rebecca Green (Library of Congress)<br /> <br /> Stephan Greene (CodeRyte Inc.)<br /> <br /> Nizar Habash (Columbia University)<br /> <br /> Darsana P. Josyula<br /> <br /> Maria Katsova (Microsoft Research) <br /> <br /> Okan Kolak (Google)<br /> <br /> Grecia Lapizco<br /> <br /> '''[http://www.ncbi.nlm.nih.gov/CBBresearch/Fellows/AdamLee/ Adam (Woei-Jyh) Lee]''': Postdoc Fellow, National Institutes of Health<br /> <br /> '''[http://www.cs.jhu.edu/~alopez/ Adam Lopez]''' (JHU)<br /> <br /> Jun Luo <br /> <br /> Nitin Madnani (ETS)<br /> <br /> '''[http://www1.ccls.columbia.edu/~ymarton/ Yuval Marton]''' (Columbia University)<br /> <br /> Joseph Naft<br /> <br /> Scott Olsson<br /> <br /> Lisa Pearl (UC Irvine)<br /> <br /> Stacy President Hobson (IBM Research)<br /> <br /> Alejandro Rodriguez<br /> <br /> Asad Sayeed (University of the Saarland)<br /> <br /> Wade Shen (MIT Lincoln Labs) <br /> <br /> Matthew Snover (CUNY)<br /> <br /> Calandra Tate (West Point)<br /> <br /> Scott Thomas (Navy Research Labs) <br /> <br /> Clare Voss (Army Research Labs) <br /> <br /> Nate Waisbrot <br /> <br /> Jianqiang Wang (State University of New York at Buffalo)<br /> <br /> Yao Wu (Microsoft)<br /> <br /> David Zajic (Univeristy of Maryland - CASL)<br /> <br /> ===MS Students===<br /> <br /> David Alexander (BBN)<br /> <br /> Aitziber Atutxa (Univ of the Basque Country)<br /> <br /> Clara Cabezas <br /> <br /> Jacob Devlin (BBN)<br /> <br /> Ed Kenschaft<br /> <br /> Grazia Russo-Lassner<br /> <br /> Aga Skotowski (BBN)<br /> <br /> Michael Subotin<br /> <br /> ===Undergraduate Students===<br /> <br /> Olivia Buzek (PhD student, JHU)<br /> <br /> Aaron Elkiss (PhD student, University of Michigan --&gt; Univ of Michigan Libraries)<br /> <br /> Andrew Fister <br /> <br /> Ayelet Goldin<br /> <br /> Gregory Marton (PhD student, MIT --&gt; Google Research)<br /> <br /> Ederlyn Lacson (Microsoft)<br /> <br /> Jesse Metcalf-Burton (PhD from University of Michigan)<br /> <br /> Eric Nichols (MS student, Nara Institute of Science and Technology, Japan)<br /> <br /> Lisa Pearl (PhD from UMD --&gt; assistant professor, UC Irvine)<br /> <br /> Noah Smith (PhD from JHU --&gt; assistant prof --&gt; associate professor, CMU)<br /> <br /> Jessica Stevens (BBN)<br /> <br /> Michael Wasser</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=People&diff=403 2011-08-25T14:18:57Z

<p>Resnik: /* MS Students */</p> <hr /> <div>== Faculty ==<br /> * '''[http://www.umiacs.umd.edu/~jbg/ Jordan Boyd-Graber]''': Assistant Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III]''': Assistant Professor, Computer Science, Linguistics and Institute for Advanced Computer Studies<br /> <br /> * '''[http://lampsrv02.umiacs.umd.edu/projdb/person.php?id=2 David Doermann]''': Senior Research Scientist<br /> <br /> * '''[http://www.umiacs.umd.edu/~bonnie/ Bonnie J. Dorr]''': Professor of Computer Science and UMIACS, Associate Dean of College of Computer, Mathematical and Natural Sciences<br /> <br /> * '''[http://terpconnect.umd.edu/~mharper/ Mary Harper]''': Affiliate Research Professor, Computer Science, Electrical and Computer Engineering, and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~jklavans/ Judith Klavans]''': Visiting Senior Research Scientist<br /> <br /> * '''[http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin]''': Associate Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.glue.umd.edu/~oard/ Douglas W. Oard]''': Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid]''': Professor, Smith School of Business and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~resnik/ Philip Resnik]''': Professor, Department of Linguistics and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~weinberg/ Amy Weinberg]''': Professor, Department of Linguistics and Institute for Advanced Computer Studies<br /> <br /> ==Researchers and Post-Docs==<br /> <br /> * '''[http://www.umiacs.umd.edu/~hollingk/ Kristy Hollingshead]'''<br /> * '''[http://www.cs.umd.edu/~skok/ Stanley Kok]'''<br /> * '''[http://www.umiacs.umd.edu/~ewagner/ Earl J. Wagner]<br /> <br /> ==Graduate Students==<br /> <br /> * '''[http://www.cs.utah.edu/~arvind/ Arvind Agarwal]''': Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman]''': Ph.D. student, Department of Computer Science<br /> <br /> * Irene Eleta: Ph.D. student, iSchool<br /> <br /> * Denis Filimonov, Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.utah.edu/~amitg/ Amit Goyal]''': Ph.D. student, Department of Computer Science<br /> <br /> * Raul David Guerra: Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~hardisty/ Eric Hardisty]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~changhu/ Chang Hu]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~ynhu Yuening Hu]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~zqhuang/ Zhongqiang Huang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~jags/ Jagadeesh Jagarlamudi]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~jiarong/ Jiarong Jiang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.ling.umd.edu/~yakov Yakov Kronrod]''': Ph.D. student, Department of Linguistics<br /> <br /> * '''[http://www.umiacs.umd.edu/~abhishek/ Abhishek Kumar]''': Ph.D. student, Department of Computer Science<br /> <br /> * Craig Murray<br /> <br /> * '''[http://www.cs.umd.edu/~vietan/ Viet-An Nguyen]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~sayyadi/ Hassan Sayyadi]''': Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~fture/ Ferhan Ture]''': Ph.D. student, Department of Computer Science<br /> <br /> * Lidan Wang<br /> <br /> * Ke Wu, Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~wsc/ Shanchan Wu]''': Ph.D. student, Department of Computer Science<br /> <br /> * Tan Xu, Ph.D. student, iSchool<br /> <br /> * Ke Zhai: Ph.D. student, Department of Computer Science<br /> <br /> ==Undergraduate Students==<br /> <br /> == CLIP Alumni ==<br /> <br /> ''Note: information about where people went after UMD may or may not be up to date.''<br /> <br /> ===Researchers and postdocs===<br /> <br /> '''[http://www.umiacs.umd.edu/~jbg/static/home.html Jordan Boyd-Graber]''', Assistant Professor, University of Maryland<br /> <br /> '''[http://www.linkedin.com/in/maribromanolsen Mari Broman-Olsen]''', Microsoft<br /> <br /> '''[http://www.cs.umd.edu/~telsayed/ Tamer Elsayed]'''<br /> <br /> '''[http://www.isi.edu/~chiang/ David Chiang]''', Research Assistant Professor, University of Southern California/Information Sciences Institute<br /> <br /> '''[http://www.cs.pitt.edu/~hwa/ Rebecca Hwa]''', Associate Professor, University of Pittsburgh<br /> <br /> '''[http://faculty.washington.edu/levow/ Gina Levow]''', Assistant Professor, University of Washington<br /> <br /> Saif Mohammad, Research Officer at the National Research Council of Canada<br /> <br /> '''[http://comminfo.rutgers.edu/directory/smuresan/index.html Smaranda Muresan]''', Assistant Professor, Rutgers University<br /> <br /> '''[http://www.umiacs.umd.edu/~hendra/ Hendra Setiawan]''', Researcher, IBM TJ Watson Research Center<br /> <br /> Carolyn Sheffield, Smithsonian Institute<br /> <br /> Rebecca LaPlante, Independent Consultant on Information Access<br /> <br /> '''[http://dbs.uni-leipzig.de/en/person/andreas_thor Andreas Thor]''', University of Leipzig<br /> <br /> '''[http://www.ldc.usb.ve/~mvidal/ Maria Esther Vidal]''', Professor, Universidad Simon Bolivar<br /> <br /> '''[http://www.sis.pitt.edu/~vladimir/ Vladimir Zadorozhny]''', Associate Professor, University of Pittsburgh<br /> <br /> '''[http://ufal.mff.cuni.cz/~zeman/en/ Daniel Zeman]''', Researcher, Charles University (Prague)<br /> <br /> ===Ph.D. Students===<br /> <br /> Necip Fazil Ayan (SRI)<br /> <br /> Laura Bright <br /> <br /> '''[http://www.cs.ntou.edu.tw/CSWebPage/eng/teachers.php Ya-Hui Chang]''': Associate Professor, National Taiwan Ocean University, Keelung, Taiwan<br /> <br /> Waiyian Chong (Yuan)<br /> <br /> Dina Demner-Fushman (National Library of Medicine)<br /> <br /> Mona Diab (Columbia University) <br /> <br /> '''[http://www.cs.cmu.edu/~cdyer/ Chris Dyer]''' (Carnegie Mellon University)<br /> <br /> Rebecca Green (Library of Congress)<br /> <br /> Stephan Greene (CodeRyte Inc.)<br /> <br /> Nizar Habash (Columbia University)<br /> <br /> Darsana P. Josyula<br /> <br /> Maria Katsova (Microsoft Research) <br /> <br /> Ed Kenschaft<br /> <br /> Okan Kolak (Google)<br /> <br /> Grecia Lapizco<br /> <br /> '''[http://www.ncbi.nlm.nih.gov/CBBresearch/Fellows/AdamLee/ Adam (Woei-Jyh) Lee]''': Postdoc Fellow, National Institutes of Health<br /> <br /> '''[http://www.cs.jhu.edu/~alopez/ Adam Lopez]''' (JHU)<br /> <br /> Jun Luo <br /> <br /> Nitin Madnani (ETS)<br /> <br /> '''[http://www1.ccls.columbia.edu/~ymarton/ Yuval Marton]''' (Columbia University)<br /> <br /> Joseph Naft<br /> <br /> Scott Olsson<br /> <br /> Lisa Pearl (UC Irvine)<br /> <br /> Stacy President Hobson (IBM Research)<br /> <br /> Alejandro Rodriguez<br /> <br /> Grazia Russo-Lassner<br /> <br /> Asad Sayeed (University of the Saarland)<br /> <br /> Wade Shen (MIT Lincoln Labs) <br /> <br /> Matthew Snover (CUNY)<br /> <br /> Calandra Tate (West Point)<br /> <br /> Scott Thomas (Navy Research Labs) <br /> <br /> Clare Voss (Army Research Labs) <br /> <br /> Nate Waisbrot <br /> <br /> Jianqiang Wang (State University of New York at Buffalo)<br /> <br /> Yao Wu (Microsoft)<br /> <br /> David Zajic (Univeristy of Maryland - CASL)<br /> <br /> ===MS Students===<br /> <br /> David Alexander (BBN)<br /> <br /> Aitziber Atutxa (Univ of the Basque Country)<br /> <br /> Clara Cabezas <br /> <br /> Jacob Devlin (BBN)<br /> <br /> Ed Kenschaft<br /> <br /> Grazia Russo-Lassner<br /> <br /> Aga Skotowski (BBN)<br /> <br /> Michael Subotin<br /> <br /> ===Undergraduate Students===<br /> <br /> Olivia Buzek (PhD student, JHU)<br /> <br /> Aaron Elkiss (PhD student, University of Michigan --&gt; Univ of Michigan Libraries)<br /> <br /> Andrew Fister <br /> <br /> Ayelet Goldin<br /> <br /> Gregory Marton (PhD student, MIT --&gt; Google Research)<br /> <br /> Ederlyn Lacson (Microsoft)<br /> <br /> Jesse Metcalf-Burton (PhD from University of Michigan)<br /> <br /> Eric Nichols (MS student, Nara Institute of Science and Technology, Japan)<br /> <br /> Lisa Pearl (PhD from UMD --&gt; assistant professor, UC Irvine)<br /> <br /> Noah Smith (PhD from JHU --&gt; assistant prof --&gt; associate professor, CMU)<br /> <br /> Jessica Stevens (BBN)<br /> <br /> Michael Wasser</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=People&diff=402 2011-08-25T14:17:43Z

<p>Resnik: /* Undergraduate Students */</p> <hr /> <div>== Faculty ==<br /> * '''[http://www.umiacs.umd.edu/~jbg/ Jordan Boyd-Graber]''': Assistant Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III]''': Assistant Professor, Computer Science, Linguistics and Institute for Advanced Computer Studies<br /> <br /> * '''[http://lampsrv02.umiacs.umd.edu/projdb/person.php?id=2 David Doermann]''': Senior Research Scientist<br /> <br /> * '''[http://www.umiacs.umd.edu/~bonnie/ Bonnie J. Dorr]''': Professor of Computer Science and UMIACS, Associate Dean of College of Computer, Mathematical and Natural Sciences<br /> <br /> * '''[http://terpconnect.umd.edu/~mharper/ Mary Harper]''': Affiliate Research Professor, Computer Science, Electrical and Computer Engineering, and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~jklavans/ Judith Klavans]''': Visiting Senior Research Scientist<br /> <br /> * '''[http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin]''': Associate Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.glue.umd.edu/~oard/ Douglas W. Oard]''': Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid]''': Professor, Smith School of Business and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~resnik/ Philip Resnik]''': Professor, Department of Linguistics and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~weinberg/ Amy Weinberg]''': Professor, Department of Linguistics and Institute for Advanced Computer Studies<br /> <br /> ==Researchers and Post-Docs==<br /> <br /> * '''[http://www.umiacs.umd.edu/~hollingk/ Kristy Hollingshead]'''<br /> * '''[http://www.cs.umd.edu/~skok/ Stanley Kok]'''<br /> * '''[http://www.umiacs.umd.edu/~ewagner/ Earl J. Wagner]<br /> <br /> ==Graduate Students==<br /> <br /> * '''[http://www.cs.utah.edu/~arvind/ Arvind Agarwal]''': Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman]''': Ph.D. student, Department of Computer Science<br /> <br /> * Irene Eleta: Ph.D. student, iSchool<br /> <br /> * Denis Filimonov, Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.utah.edu/~amitg/ Amit Goyal]''': Ph.D. student, Department of Computer Science<br /> <br /> * Raul David Guerra: Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~hardisty/ Eric Hardisty]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~changhu/ Chang Hu]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~ynhu Yuening Hu]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~zqhuang/ Zhongqiang Huang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~jags/ Jagadeesh Jagarlamudi]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~jiarong/ Jiarong Jiang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.ling.umd.edu/~yakov Yakov Kronrod]''': Ph.D. student, Department of Linguistics<br /> <br /> * '''[http://www.umiacs.umd.edu/~abhishek/ Abhishek Kumar]''': Ph.D. student, Department of Computer Science<br /> <br /> * Craig Murray<br /> <br /> * '''[http://www.cs.umd.edu/~vietan/ Viet-An Nguyen]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~sayyadi/ Hassan Sayyadi]''': Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~fture/ Ferhan Ture]''': Ph.D. student, Department of Computer Science<br /> <br /> * Lidan Wang<br /> <br /> * Ke Wu, Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~wsc/ Shanchan Wu]''': Ph.D. student, Department of Computer Science<br /> <br /> * Tan Xu, Ph.D. student, iSchool<br /> <br /> * Ke Zhai: Ph.D. student, Department of Computer Science<br /> <br /> ==Undergraduate Students==<br /> <br /> == CLIP Alumni ==<br /> <br /> ''Note: information about where people went after UMD may or may not be up to date.''<br /> <br /> ===Researchers and postdocs===<br /> <br /> '''[http://www.umiacs.umd.edu/~jbg/static/home.html Jordan Boyd-Graber]''', Assistant Professor, University of Maryland<br /> <br /> '''[http://www.linkedin.com/in/maribromanolsen Mari Broman-Olsen]''', Microsoft<br /> <br /> '''[http://www.cs.umd.edu/~telsayed/ Tamer Elsayed]'''<br /> <br /> '''[http://www.isi.edu/~chiang/ David Chiang]''', Research Assistant Professor, University of Southern California/Information Sciences Institute<br /> <br /> '''[http://www.cs.pitt.edu/~hwa/ Rebecca Hwa]''', Associate Professor, University of Pittsburgh<br /> <br /> '''[http://faculty.washington.edu/levow/ Gina Levow]''', Assistant Professor, University of Washington<br /> <br /> Saif Mohammad, Research Officer at the National Research Council of Canada<br /> <br /> '''[http://comminfo.rutgers.edu/directory/smuresan/index.html Smaranda Muresan]''', Assistant Professor, Rutgers University<br /> <br /> '''[http://www.umiacs.umd.edu/~hendra/ Hendra Setiawan]''', Researcher, IBM TJ Watson Research Center<br /> <br /> Carolyn Sheffield, Smithsonian Institute<br /> <br /> Rebecca LaPlante, Independent Consultant on Information Access<br /> <br /> '''[http://dbs.uni-leipzig.de/en/person/andreas_thor Andreas Thor]''', University of Leipzig<br /> <br /> '''[http://www.ldc.usb.ve/~mvidal/ Maria Esther Vidal]''', Professor, Universidad Simon Bolivar<br /> <br /> '''[http://www.sis.pitt.edu/~vladimir/ Vladimir Zadorozhny]''', Associate Professor, University of Pittsburgh<br /> <br /> '''[http://ufal.mff.cuni.cz/~zeman/en/ Daniel Zeman]''', Researcher, Charles University (Prague)<br /> <br /> ===Ph.D. Students===<br /> <br /> Necip Fazil Ayan (SRI)<br /> <br /> Laura Bright <br /> <br /> '''[http://www.cs.ntou.edu.tw/CSWebPage/eng/teachers.php Ya-Hui Chang]''': Associate Professor, National Taiwan Ocean University, Keelung, Taiwan<br /> <br /> Waiyian Chong (Yuan)<br /> <br /> Dina Demner-Fushman (National Library of Medicine)<br /> <br /> Mona Diab (Columbia University) <br /> <br /> '''[http://www.cs.cmu.edu/~cdyer/ Chris Dyer]''' (Carnegie Mellon University)<br /> <br /> Rebecca Green (Library of Congress)<br /> <br /> Stephan Greene (CodeRyte Inc.)<br /> <br /> Nizar Habash (Columbia University)<br /> <br /> Darsana P. Josyula<br /> <br /> Maria Katsova (Microsoft Research) <br /> <br /> Ed Kenschaft<br /> <br /> Okan Kolak (Google)<br /> <br /> Grecia Lapizco<br /> <br /> '''[http://www.ncbi.nlm.nih.gov/CBBresearch/Fellows/AdamLee/ Adam (Woei-Jyh) Lee]''': Postdoc Fellow, National Institutes of Health<br /> <br /> '''[http://www.cs.jhu.edu/~alopez/ Adam Lopez]''' (JHU)<br /> <br /> Jun Luo <br /> <br /> Nitin Madnani (ETS)<br /> <br /> '''[http://www1.ccls.columbia.edu/~ymarton/ Yuval Marton]''' (Columbia University)<br /> <br /> Joseph Naft<br /> <br /> Scott Olsson<br /> <br /> Lisa Pearl (UC Irvine)<br /> <br /> Stacy President Hobson (IBM Research)<br /> <br /> Alejandro Rodriguez<br /> <br /> Grazia Russo-Lassner<br /> <br /> Asad Sayeed (University of the Saarland)<br /> <br /> Wade Shen (MIT Lincoln Labs) <br /> <br /> Matthew Snover (CUNY)<br /> <br /> Calandra Tate (West Point)<br /> <br /> Scott Thomas (Navy Research Labs) <br /> <br /> Clare Voss (Army Research Labs) <br /> <br /> Nate Waisbrot <br /> <br /> Jianqiang Wang (State University of New York at Buffalo)<br /> <br /> Yao Wu (Microsoft)<br /> <br /> David Zajic (Univeristy of Maryland - CASL)<br /> <br /> ===MS Students===<br /> <br /> David Alexander (BBN)<br /> <br /> Aitziber Atutxa (Univ of the Basque Country)<br /> <br /> Clara Cabezas <br /> <br /> Jacob Devlin (BBN)<br /> <br /> Aga Skotowski (BBN)<br /> <br /> ===Undergraduate Students===<br /> <br /> Olivia Buzek (PhD student, JHU)<br /> <br /> Aaron Elkiss (PhD student, University of Michigan --&gt; Univ of Michigan Libraries)<br /> <br /> Andrew Fister <br /> <br /> Ayelet Goldin<br /> <br /> Gregory Marton (PhD student, MIT --&gt; Google Research)<br /> <br /> Ederlyn Lacson (Microsoft)<br /> <br /> Jesse Metcalf-Burton (PhD from University of Michigan)<br /> <br /> Eric Nichols (MS student, Nara Institute of Science and Technology, Japan)<br /> <br /> Lisa Pearl (PhD from UMD --&gt; assistant professor, UC Irvine)<br /> <br /> Noah Smith (PhD from JHU --&gt; assistant prof --&gt; associate professor, CMU)<br /> <br /> Jessica Stevens (BBN)<br /> <br /> Michael Wasser</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=People&diff=401 2011-08-25T14:12:24Z

<p>Resnik: /* Ph.D. Students */</p> <hr /> <div>== Faculty ==<br /> * '''[http://www.umiacs.umd.edu/~jbg/ Jordan Boyd-Graber]''': Assistant Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III]''': Assistant Professor, Computer Science, Linguistics and Institute for Advanced Computer Studies<br /> <br /> * '''[http://lampsrv02.umiacs.umd.edu/projdb/person.php?id=2 David Doermann]''': Senior Research Scientist<br /> <br /> * '''[http://www.umiacs.umd.edu/~bonnie/ Bonnie J. Dorr]''': Professor of Computer Science and UMIACS, Associate Dean of College of Computer, Mathematical and Natural Sciences<br /> <br /> * '''[http://terpconnect.umd.edu/~mharper/ Mary Harper]''': Affiliate Research Professor, Computer Science, Electrical and Computer Engineering, and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~jklavans/ Judith Klavans]''': Visiting Senior Research Scientist<br /> <br /> * '''[http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin]''': Associate Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.glue.umd.edu/~oard/ Douglas W. Oard]''': Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid]''': Professor, Smith School of Business and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~resnik/ Philip Resnik]''': Professor, Department of Linguistics and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~weinberg/ Amy Weinberg]''': Professor, Department of Linguistics and Institute for Advanced Computer Studies<br /> <br /> ==Researchers and Post-Docs==<br /> <br /> * '''[http://www.umiacs.umd.edu/~hollingk/ Kristy Hollingshead]'''<br /> * '''[http://www.cs.umd.edu/~skok/ Stanley Kok]'''<br /> * '''[http://www.umiacs.umd.edu/~ewagner/ Earl J. Wagner]<br /> <br /> ==Graduate Students==<br /> <br /> * '''[http://www.cs.utah.edu/~arvind/ Arvind Agarwal]''': Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman]''': Ph.D. student, Department of Computer Science<br /> <br /> * Irene Eleta: Ph.D. student, iSchool<br /> <br /> * Denis Filimonov, Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.utah.edu/~amitg/ Amit Goyal]''': Ph.D. student, Department of Computer Science<br /> <br /> * Raul David Guerra: Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~hardisty/ Eric Hardisty]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~changhu/ Chang Hu]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~ynhu Yuening Hu]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~zqhuang/ Zhongqiang Huang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~jags/ Jagadeesh Jagarlamudi]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~jiarong/ Jiarong Jiang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.ling.umd.edu/~yakov Yakov Kronrod]''': Ph.D. student, Department of Linguistics<br /> <br /> * '''[http://www.umiacs.umd.edu/~abhishek/ Abhishek Kumar]''': Ph.D. student, Department of Computer Science<br /> <br /> * Craig Murray<br /> <br /> * '''[http://www.cs.umd.edu/~vietan/ Viet-An Nguyen]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~sayyadi/ Hassan Sayyadi]''': Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~fture/ Ferhan Ture]''': Ph.D. student, Department of Computer Science<br /> <br /> * Lidan Wang<br /> <br /> * Ke Wu, Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~wsc/ Shanchan Wu]''': Ph.D. student, Department of Computer Science<br /> <br /> * Tan Xu, Ph.D. student, iSchool<br /> <br /> * Ke Zhai: Ph.D. student, Department of Computer Science<br /> <br /> ==Undergraduate Students==<br /> <br /> == CLIP Alumni ==<br /> <br /> ''Note: information about where people went after UMD may or may not be up to date.''<br /> <br /> ===Researchers and postdocs===<br /> <br /> '''[http://www.umiacs.umd.edu/~jbg/static/home.html Jordan Boyd-Graber]''', Assistant Professor, University of Maryland<br /> <br /> '''[http://www.linkedin.com/in/maribromanolsen Mari Broman-Olsen]''', Microsoft<br /> <br /> '''[http://www.cs.umd.edu/~telsayed/ Tamer Elsayed]'''<br /> <br /> '''[http://www.isi.edu/~chiang/ David Chiang]''', Research Assistant Professor, University of Southern California/Information Sciences Institute<br /> <br /> '''[http://www.cs.pitt.edu/~hwa/ Rebecca Hwa]''', Associate Professor, University of Pittsburgh<br /> <br /> '''[http://faculty.washington.edu/levow/ Gina Levow]''', Assistant Professor, University of Washington<br /> <br /> Saif Mohammad, Research Officer at the National Research Council of Canada<br /> <br /> '''[http://comminfo.rutgers.edu/directory/smuresan/index.html Smaranda Muresan]''', Assistant Professor, Rutgers University<br /> <br /> '''[http://www.umiacs.umd.edu/~hendra/ Hendra Setiawan]''', Researcher, IBM TJ Watson Research Center<br /> <br /> Carolyn Sheffield, Smithsonian Institute<br /> <br /> Rebecca LaPlante, Independent Consultant on Information Access<br /> <br /> '''[http://dbs.uni-leipzig.de/en/person/andreas_thor Andreas Thor]''', University of Leipzig<br /> <br /> '''[http://www.ldc.usb.ve/~mvidal/ Maria Esther Vidal]''', Professor, Universidad Simon Bolivar<br /> <br /> '''[http://www.sis.pitt.edu/~vladimir/ Vladimir Zadorozhny]''', Associate Professor, University of Pittsburgh<br /> <br /> '''[http://ufal.mff.cuni.cz/~zeman/en/ Daniel Zeman]''', Researcher, Charles University (Prague)<br /> <br /> ===Ph.D. Students===<br /> <br /> Necip Fazil Ayan (SRI)<br /> <br /> Laura Bright <br /> <br /> '''[http://www.cs.ntou.edu.tw/CSWebPage/eng/teachers.php Ya-Hui Chang]''': Associate Professor, National Taiwan Ocean University, Keelung, Taiwan<br /> <br /> Waiyian Chong (Yuan)<br /> <br /> Dina Demner-Fushman (National Library of Medicine)<br /> <br /> Mona Diab (Columbia University) <br /> <br /> '''[http://www.cs.cmu.edu/~cdyer/ Chris Dyer]''' (Carnegie Mellon University)<br /> <br /> Rebecca Green (Library of Congress)<br /> <br /> Stephan Greene (CodeRyte Inc.)<br /> <br /> Nizar Habash (Columbia University)<br /> <br /> Darsana P. Josyula<br /> <br /> Maria Katsova (Microsoft Research) <br /> <br /> Ed Kenschaft<br /> <br /> Okan Kolak (Google)<br /> <br /> Grecia Lapizco<br /> <br /> '''[http://www.ncbi.nlm.nih.gov/CBBresearch/Fellows/AdamLee/ Adam (Woei-Jyh) Lee]''': Postdoc Fellow, National Institutes of Health<br /> <br /> '''[http://www.cs.jhu.edu/~alopez/ Adam Lopez]''' (JHU)<br /> <br /> Jun Luo <br /> <br /> Nitin Madnani (ETS)<br /> <br /> '''[http://www1.ccls.columbia.edu/~ymarton/ Yuval Marton]''' (Columbia University)<br /> <br /> Joseph Naft<br /> <br /> Scott Olsson<br /> <br /> Lisa Pearl (UC Irvine)<br /> <br /> Stacy President Hobson (IBM Research)<br /> <br /> Alejandro Rodriguez<br /> <br /> Grazia Russo-Lassner<br /> <br /> Asad Sayeed (University of the Saarland)<br /> <br /> Wade Shen (MIT Lincoln Labs) <br /> <br /> Matthew Snover (CUNY)<br /> <br /> Calandra Tate (West Point)<br /> <br /> Scott Thomas (Navy Research Labs) <br /> <br /> Clare Voss (Army Research Labs) <br /> <br /> Nate Waisbrot <br /> <br /> Jianqiang Wang (State University of New York at Buffalo)<br /> <br /> Yao Wu (Microsoft)<br /> <br /> David Zajic (Univeristy of Maryland - CASL)<br /> <br /> ===MS Students===<br /> <br /> David Alexander (BBN)<br /> <br /> Aitziber Atutxa (Univ of the Basque Country)<br /> <br /> Clara Cabezas <br /> <br /> Jacob Devlin (BBN)<br /> <br /> Aga Skotowski (BBN)<br /> <br /> ===Undergraduate Students===<br /> <br /> Aaron Elkiss (PhD student, University of Michigan)<br /> <br /> Ayelet Goldin<br /> <br /> Gregory Marton (PhD student, MIT --&gt; Google)<br /> <br /> Jesse Metcalf-Burton (PhD from University of Michigan)<br /> <br /> Michael Wasser<br /> <br /> Eric Nichols (MS student, Nara Institute of Science and Technology, Japan)<br /> <br /> Andrew Fister <br /> <br /> Noah Smith (PhD from JHU --&gt; assistant professor, CMU)<br /> <br /> Jessica Stevens (BBN)<br /> <br /> Lisa Pearl (PhD from UMD --&gt; assistant professor, UC Irvine)</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=People&diff=400 2011-08-25T14:08:44Z

<p>Resnik: /* Researchers and postdocs */</p> <hr /> <div>== Faculty ==<br /> * '''[http://www.umiacs.umd.edu/~jbg/ Jordan Boyd-Graber]''': Assistant Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III]''': Assistant Professor, Computer Science, Linguistics and Institute for Advanced Computer Studies<br /> <br /> * '''[http://lampsrv02.umiacs.umd.edu/projdb/person.php?id=2 David Doermann]''': Senior Research Scientist<br /> <br /> * '''[http://www.umiacs.umd.edu/~bonnie/ Bonnie J. Dorr]''': Professor of Computer Science and UMIACS, Associate Dean of College of Computer, Mathematical and Natural Sciences<br /> <br /> * '''[http://terpconnect.umd.edu/~mharper/ Mary Harper]''': Affiliate Research Professor, Computer Science, Electrical and Computer Engineering, and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~jklavans/ Judith Klavans]''': Visiting Senior Research Scientist<br /> <br /> * '''[http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin]''': Associate Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.glue.umd.edu/~oard/ Douglas W. Oard]''': Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid]''': Professor, Smith School of Business and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~resnik/ Philip Resnik]''': Professor, Department of Linguistics and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~weinberg/ Amy Weinberg]''': Professor, Department of Linguistics and Institute for Advanced Computer Studies<br /> <br /> ==Researchers and Post-Docs==<br /> <br /> * '''[http://www.umiacs.umd.edu/~hollingk/ Kristy Hollingshead]'''<br /> * '''[http://www.cs.umd.edu/~skok/ Stanley Kok]'''<br /> * '''[http://www.umiacs.umd.edu/~ewagner/ Earl J. Wagner]<br /> <br /> ==Graduate Students==<br /> <br /> * '''[http://www.cs.utah.edu/~arvind/ Arvind Agarwal]''': Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman]''': Ph.D. student, Department of Computer Science<br /> <br /> * Irene Eleta: Ph.D. student, iSchool<br /> <br /> * Denis Filimonov, Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.utah.edu/~amitg/ Amit Goyal]''': Ph.D. student, Department of Computer Science<br /> <br /> * Raul David Guerra: Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~hardisty/ Eric Hardisty]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~changhu/ Chang Hu]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~ynhu Yuening Hu]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~zqhuang/ Zhongqiang Huang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~jags/ Jagadeesh Jagarlamudi]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~jiarong/ Jiarong Jiang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.ling.umd.edu/~yakov Yakov Kronrod]''': Ph.D. student, Department of Linguistics<br /> <br /> * '''[http://www.umiacs.umd.edu/~abhishek/ Abhishek Kumar]''': Ph.D. student, Department of Computer Science<br /> <br /> * Craig Murray<br /> <br /> * '''[http://www.cs.umd.edu/~vietan/ Viet-An Nguyen]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~sayyadi/ Hassan Sayyadi]''': Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~fture/ Ferhan Ture]''': Ph.D. student, Department of Computer Science<br /> <br /> * Lidan Wang<br /> <br /> * Ke Wu, Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~wsc/ Shanchan Wu]''': Ph.D. student, Department of Computer Science<br /> <br /> * Tan Xu, Ph.D. student, iSchool<br /> <br /> * Ke Zhai: Ph.D. student, Department of Computer Science<br /> <br /> ==Undergraduate Students==<br /> <br /> == CLIP Alumni ==<br /> <br /> ''Note: information about where people went after UMD may or may not be up to date.''<br /> <br /> ===Researchers and postdocs===<br /> <br /> '''[http://www.umiacs.umd.edu/~jbg/static/home.html Jordan Boyd-Graber]''', Assistant Professor, University of Maryland<br /> <br /> '''[http://www.linkedin.com/in/maribromanolsen Mari Broman-Olsen]''', Microsoft<br /> <br /> '''[http://www.cs.umd.edu/~telsayed/ Tamer Elsayed]'''<br /> <br /> '''[http://www.isi.edu/~chiang/ David Chiang]''', Research Assistant Professor, University of Southern California/Information Sciences Institute<br /> <br /> '''[http://www.cs.pitt.edu/~hwa/ Rebecca Hwa]''', Associate Professor, University of Pittsburgh<br /> <br /> '''[http://faculty.washington.edu/levow/ Gina Levow]''', Assistant Professor, University of Washington<br /> <br /> Saif Mohammad, Research Officer at the National Research Council of Canada<br /> <br /> '''[http://comminfo.rutgers.edu/directory/smuresan/index.html Smaranda Muresan]''', Assistant Professor, Rutgers University<br /> <br /> '''[http://www.umiacs.umd.edu/~hendra/ Hendra Setiawan]''', Researcher, IBM TJ Watson Research Center<br /> <br /> Carolyn Sheffield, Smithsonian Institute<br /> <br /> Rebecca LaPlante, Independent Consultant on Information Access<br /> <br /> '''[http://dbs.uni-leipzig.de/en/person/andreas_thor Andreas Thor]''', University of Leipzig<br /> <br /> '''[http://www.ldc.usb.ve/~mvidal/ Maria Esther Vidal]''', Professor, Universidad Simon Bolivar<br /> <br /> '''[http://www.sis.pitt.edu/~vladimir/ Vladimir Zadorozhny]''', Associate Professor, University of Pittsburgh<br /> <br /> '''[http://ufal.mff.cuni.cz/~zeman/en/ Daniel Zeman]''', Researcher, Charles University (Prague)<br /> <br /> ===Ph.D. Students===<br /> <br /> Brianna Satinoff<br /> <br /> Asad Sayeed (University of the Saarland)<br /> <br /> <br /> Necip Fazil Ayan (SRI)<br /> <br /> Laura Bright <br /> <br /> '''[http://www.cs.ntou.edu.tw/CSWebPage/eng/teachers.php Ya-Hui Chang]''': Associate Professor, National Taiwan Ocean University, Keelung, Taiwan<br /> <br /> Waiyian Chong (Yuan)<br /> <br /> Dina Demner-Fushman (National Library of Medicine)<br /> <br /> Mona Diab (Columbia University) <br /> <br /> '''[http://www.cs.cmu.edu/~cdyer/ Chris Dyer]''' (Carnegie Mellon University)<br /> <br /> Rebecca Green (Library of Congress)<br /> <br /> Stephan Greene (ATG)<br /> <br /> Nizar Habash (Columbia University)<br /> <br /> Darsana P. Josyula<br /> <br /> Maria Katsova (Microsoft Research) <br /> <br /> Ed Kenschaft<br /> <br /> Okan Kolak (Google)<br /> <br /> Grecia Lapizco<br /> <br /> '''[http://www.ncbi.nlm.nih.gov/CBBresearch/Fellows/AdamLee/ Adam (Woei-Jyh) Lee]''': Postdoc Fellow, National Institutes of Health<br /> <br /> '''[http://homepages.inf.ed.ac.uk/alopez/ Adam Lopez]''' (Edinburgh)<br /> <br /> Jun Luo <br /> <br /> Nitin Madnani (ETS)<br /> <br /> '''[http://www1.ccls.columbia.edu/~ymarton/ Yuval Marton]''' (Columbia University)<br /> <br /> Joseph Naft<br /> <br /> Scott Olsson<br /> <br /> Lisa Pearl (UC Irvine)<br /> <br /> Stacy President Hobson (IBM Research)<br /> <br /> Alejandro Rodriguez<br /> <br /> Grazia Russo-Lassner<br /> <br /> Wade Shen (MIT Lincoln Labs) <br /> <br /> Matthew Snover (CUNY)<br /> <br /> Calandra Tate (West Point)<br /> <br /> Scott Thomas (Navy Research Labs) <br /> <br /> Clare Voss (Army Research Labs) <br /> <br /> Nate Waisbrot <br /> <br /> Jianqiang Wang (State University of New York at Buffalo)<br /> <br /> Yao Wu (Microsoft)<br /> <br /> David Zajic (Univeristy of Maryland - CASL)<br /> <br /> ===MS Students===<br /> <br /> David Alexander (BBN)<br /> <br /> Aitziber Atutxa (Univ of the Basque Country)<br /> <br /> Clara Cabezas <br /> <br /> Jacob Devlin (BBN)<br /> <br /> Aga Skotowski (BBN)<br /> <br /> ===Undergraduate Students===<br /> <br /> Aaron Elkiss (PhD student, University of Michigan)<br /> <br /> Ayelet Goldin<br /> <br /> Gregory Marton (PhD student, MIT --&gt; Google)<br /> <br /> Jesse Metcalf-Burton (PhD from University of Michigan)<br /> <br /> Michael Wasser<br /> <br /> Eric Nichols (MS student, Nara Institute of Science and Technology, Japan)<br /> <br /> Andrew Fister <br /> <br /> Noah Smith (PhD from JHU --&gt; assistant professor, CMU)<br /> <br /> Jessica Stevens (BBN)<br /> <br /> Lisa Pearl (PhD from UMD --&gt; assistant professor, UC Irvine)</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=People&diff=399 2011-08-25T14:03:41Z

<p>Resnik: /* Undergraduate Students */</p> <hr /> <div>== Faculty ==<br /> * '''[http://www.umiacs.umd.edu/~jbg/ Jordan Boyd-Graber]''': Assistant Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III]''': Assistant Professor, Computer Science, Linguistics and Institute for Advanced Computer Studies<br /> <br /> * '''[http://lampsrv02.umiacs.umd.edu/projdb/person.php?id=2 David Doermann]''': Senior Research Scientist<br /> <br /> * '''[http://www.umiacs.umd.edu/~bonnie/ Bonnie J. Dorr]''': Professor of Computer Science and UMIACS, Associate Dean of College of Computer, Mathematical and Natural Sciences<br /> <br /> * '''[http://terpconnect.umd.edu/~mharper/ Mary Harper]''': Affiliate Research Professor, Computer Science, Electrical and Computer Engineering, and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~jklavans/ Judith Klavans]''': Visiting Senior Research Scientist<br /> <br /> * '''[http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin]''': Associate Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.glue.umd.edu/~oard/ Douglas W. Oard]''': Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid]''': Professor, Smith School of Business and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~resnik/ Philip Resnik]''': Professor, Department of Linguistics and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~weinberg/ Amy Weinberg]''': Professor, Department of Linguistics and Institute for Advanced Computer Studies<br /> <br /> ==Researchers and Post-Docs==<br /> <br /> * '''[http://www.umiacs.umd.edu/~hollingk/ Kristy Hollingshead]'''<br /> * '''[http://www.cs.umd.edu/~skok/ Stanley Kok]'''<br /> * '''[http://www.umiacs.umd.edu/~ewagner/ Earl J. Wagner]<br /> <br /> ==Graduate Students==<br /> <br /> * '''[http://www.cs.utah.edu/~arvind/ Arvind Agarwal]''': Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman]''': Ph.D. student, Department of Computer Science<br /> <br /> * Irene Eleta: Ph.D. student, iSchool<br /> <br /> * Denis Filimonov, Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.utah.edu/~amitg/ Amit Goyal]''': Ph.D. student, Department of Computer Science<br /> <br /> * Raul David Guerra: Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~hardisty/ Eric Hardisty]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~changhu/ Chang Hu]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~ynhu Yuening Hu]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~zqhuang/ Zhongqiang Huang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~jags/ Jagadeesh Jagarlamudi]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~jiarong/ Jiarong Jiang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.ling.umd.edu/~yakov Yakov Kronrod]''': Ph.D. student, Department of Linguistics<br /> <br /> * '''[http://www.umiacs.umd.edu/~abhishek/ Abhishek Kumar]''': Ph.D. student, Department of Computer Science<br /> <br /> * Craig Murray<br /> <br /> * '''[http://www.cs.umd.edu/~vietan/ Viet-An Nguyen]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~sayyadi/ Hassan Sayyadi]''': Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~fture/ Ferhan Ture]''': Ph.D. student, Department of Computer Science<br /> <br /> * Lidan Wang<br /> <br /> * Ke Wu, Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~wsc/ Shanchan Wu]''': Ph.D. student, Department of Computer Science<br /> <br /> * Tan Xu, Ph.D. student, iSchool<br /> <br /> * Ke Zhai: Ph.D. student, Department of Computer Science<br /> <br /> ==Undergraduate Students==<br /> <br /> == CLIP Alumni ==<br /> <br /> ''Note: information about where people went after UMD may or may not be up to date.''<br /> <br /> ===Researchers and postdocs===<br /> <br /> '''[http://www.umiacs.umd.edu/~jbg/static/home.html Jordan Boyd-Graber]''', Assistant Professor, University of Maryland<br /> <br /> Mari Broman-Olsen, Microsoft<br /> <br /> '''[http://www.cs.umd.edu/~telsayed/ Tamer Elsayed]'''<br /> <br /> David Chiang, University of Southern California/Information Sciences Institute<br /> <br /> '''[http://www.cs.pitt.edu/~hwa/ Rebecca Hwa]''', Associate Professor, University of Pittsburgh<br /> <br /> Gina Levow, Assistant Professor, University of Chicago<br /> <br /> Saif Mohammad, Research Officer at the National Research Council of Canada<br /> <br /> '''[http://comminfo.rutgers.edu/directory/smuresan/index.html Smaranda Muresan]''', Assistant Professor, Rutgers University<br /> <br /> '''[http://www.umiacs.umd.edu/~hendra/ Hendra Setiawan]''', Researcher, IBM TJ Watson Research Center<br /> <br /> Carolyn Sheffield, Smithsonian Institute<br /> <br /> Rebecca LaPlante, Independent Consultant on Information Access<br /> <br /> '''[http://dbs.uni-leipzig.de/en/person/andreas_thor Andreas Thor]''', University of Leipzig<br /> <br /> '''[http://www.ldc.usb.ve/~mvidal/ Maria Esther Vidal]''', Professor, Universidad Simon Bolivar<br /> <br /> '''[http://www.sis.pitt.edu/~vladimir/ Vladimir Zadorozhny]''', Associate Professor, University of Pittsburgh<br /> <br /> '''[http://ufal.mff.cuni.cz/~zeman/en/ Daniel Zeman]''', Researcher, Charles University (Prague)<br /> <br /> ===Ph.D. Students===<br /> <br /> Brianna Satinoff<br /> <br /> Asad Sayeed (University of the Saarland)<br /> <br /> <br /> Necip Fazil Ayan (SRI)<br /> <br /> Laura Bright <br /> <br /> '''[http://www.cs.ntou.edu.tw/CSWebPage/eng/teachers.php Ya-Hui Chang]''': Associate Professor, National Taiwan Ocean University, Keelung, Taiwan<br /> <br /> Waiyian Chong (Yuan)<br /> <br /> Dina Demner-Fushman (National Library of Medicine)<br /> <br /> Mona Diab (Columbia University) <br /> <br /> '''[http://www.cs.cmu.edu/~cdyer/ Chris Dyer]''' (Carnegie Mellon University)<br /> <br /> Rebecca Green (Library of Congress)<br /> <br /> Stephan Greene (ATG)<br /> <br /> Nizar Habash (Columbia University)<br /> <br /> Darsana P. Josyula<br /> <br /> Maria Katsova (Microsoft Research) <br /> <br /> Ed Kenschaft<br /> <br /> Okan Kolak (Google)<br /> <br /> Grecia Lapizco<br /> <br /> '''[http://www.ncbi.nlm.nih.gov/CBBresearch/Fellows/AdamLee/ Adam (Woei-Jyh) Lee]''': Postdoc Fellow, National Institutes of Health<br /> <br /> '''[http://homepages.inf.ed.ac.uk/alopez/ Adam Lopez]''' (Edinburgh)<br /> <br /> Jun Luo <br /> <br /> Nitin Madnani (ETS)<br /> <br /> '''[http://www1.ccls.columbia.edu/~ymarton/ Yuval Marton]''' (Columbia University)<br /> <br /> Joseph Naft<br /> <br /> Scott Olsson<br /> <br /> Lisa Pearl (UC Irvine)<br /> <br /> Stacy President Hobson (IBM Research)<br /> <br /> Alejandro Rodriguez<br /> <br /> Grazia Russo-Lassner<br /> <br /> Wade Shen (MIT Lincoln Labs) <br /> <br /> Matthew Snover (CUNY)<br /> <br /> Calandra Tate (West Point)<br /> <br /> Scott Thomas (Navy Research Labs) <br /> <br /> Clare Voss (Army Research Labs) <br /> <br /> Nate Waisbrot <br /> <br /> Jianqiang Wang (State University of New York at Buffalo)<br /> <br /> Yao Wu (Microsoft)<br /> <br /> David Zajic (Univeristy of Maryland - CASL)<br /> <br /> ===MS Students===<br /> <br /> David Alexander (BBN)<br /> <br /> Aitziber Atutxa (Univ of the Basque Country)<br /> <br /> Clara Cabezas <br /> <br /> Jacob Devlin (BBN)<br /> <br /> Aga Skotowski (BBN)<br /> <br /> ===Undergraduate Students===<br /> <br /> Aaron Elkiss (PhD student, University of Michigan)<br /> <br /> Ayelet Goldin<br /> <br /> Gregory Marton (PhD student, MIT --&gt; Google)<br /> <br /> Jesse Metcalf-Burton (PhD from University of Michigan)<br /> <br /> Michael Wasser<br /> <br /> Eric Nichols (MS student, Nara Institute of Science and Technology, Japan)<br /> <br /> Andrew Fister <br /> <br /> Noah Smith (PhD from JHU --&gt; assistant professor, CMU)<br /> <br /> Jessica Stevens (BBN)<br /> <br /> Lisa Pearl (PhD from UMD --&gt; assistant professor, UC Irvine)</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=People&diff=398 2011-08-25T14:03:02Z

<p>Resnik: /* Graduate Students */</p> <hr /> <div>== Faculty ==<br /> * '''[http://www.umiacs.umd.edu/~jbg/ Jordan Boyd-Graber]''': Assistant Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III]''': Assistant Professor, Computer Science, Linguistics and Institute for Advanced Computer Studies<br /> <br /> * '''[http://lampsrv02.umiacs.umd.edu/projdb/person.php?id=2 David Doermann]''': Senior Research Scientist<br /> <br /> * '''[http://www.umiacs.umd.edu/~bonnie/ Bonnie J. Dorr]''': Professor of Computer Science and UMIACS, Associate Dean of College of Computer, Mathematical and Natural Sciences<br /> <br /> * '''[http://terpconnect.umd.edu/~mharper/ Mary Harper]''': Affiliate Research Professor, Computer Science, Electrical and Computer Engineering, and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~jklavans/ Judith Klavans]''': Visiting Senior Research Scientist<br /> <br /> * '''[http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin]''': Associate Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.glue.umd.edu/~oard/ Douglas W. Oard]''': Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid]''': Professor, Smith School of Business and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~resnik/ Philip Resnik]''': Professor, Department of Linguistics and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~weinberg/ Amy Weinberg]''': Professor, Department of Linguistics and Institute for Advanced Computer Studies<br /> <br /> ==Researchers and Post-Docs==<br /> <br /> * '''[http://www.umiacs.umd.edu/~hollingk/ Kristy Hollingshead]'''<br /> * '''[http://www.cs.umd.edu/~skok/ Stanley Kok]'''<br /> * '''[http://www.umiacs.umd.edu/~ewagner/ Earl J. Wagner]<br /> <br /> ==Graduate Students==<br /> <br /> * '''[http://www.cs.utah.edu/~arvind/ Arvind Agarwal]''': Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman]''': Ph.D. student, Department of Computer Science<br /> <br /> * Irene Eleta: Ph.D. student, iSchool<br /> <br /> * Denis Filimonov, Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.utah.edu/~amitg/ Amit Goyal]''': Ph.D. student, Department of Computer Science<br /> <br /> * Raul David Guerra: Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~hardisty/ Eric Hardisty]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~changhu/ Chang Hu]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~ynhu Yuening Hu]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~zqhuang/ Zhongqiang Huang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~jags/ Jagadeesh Jagarlamudi]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.umiacs.umd.edu/~jiarong/ Jiarong Jiang]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.ling.umd.edu/~yakov Yakov Kronrod]''': Ph.D. student, Department of Linguistics<br /> <br /> * '''[http://www.umiacs.umd.edu/~abhishek/ Abhishek Kumar]''': Ph.D. student, Department of Computer Science<br /> <br /> * Craig Murray<br /> <br /> * '''[http://www.cs.umd.edu/~vietan/ Viet-An Nguyen]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~sayyadi/ Hassan Sayyadi]''': Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~fture/ Ferhan Ture]''': Ph.D. student, Department of Computer Science<br /> <br /> * Lidan Wang<br /> <br /> * Ke Wu, Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~wsc/ Shanchan Wu]''': Ph.D. student, Department of Computer Science<br /> <br /> * Tan Xu, Ph.D. student, iSchool<br /> <br /> * Ke Zhai: Ph.D. student, Department of Computer Science<br /> <br /> ==Undergraduate Students==<br /> <br /> Olivia Buzek<br /> <br /> == CLIP Alumni ==<br /> <br /> ''Note: information about where people went after UMD may or may not be up to date.''<br /> <br /> ===Researchers and postdocs===<br /> <br /> '''[http://www.umiacs.umd.edu/~jbg/static/home.html Jordan Boyd-Graber]''', Assistant Professor, University of Maryland<br /> <br /> Mari Broman-Olsen, Microsoft<br /> <br /> '''[http://www.cs.umd.edu/~telsayed/ Tamer Elsayed]'''<br /> <br /> David Chiang, University of Southern California/Information Sciences Institute<br /> <br /> '''[http://www.cs.pitt.edu/~hwa/ Rebecca Hwa]''', Associate Professor, University of Pittsburgh<br /> <br /> Gina Levow, Assistant Professor, University of Chicago<br /> <br /> Saif Mohammad, Research Officer at the National Research Council of Canada<br /> <br /> '''[http://comminfo.rutgers.edu/directory/smuresan/index.html Smaranda Muresan]''', Assistant Professor, Rutgers University<br /> <br /> '''[http://www.umiacs.umd.edu/~hendra/ Hendra Setiawan]''', Researcher, IBM TJ Watson Research Center<br /> <br /> Carolyn Sheffield, Smithsonian Institute<br /> <br /> Rebecca LaPlante, Independent Consultant on Information Access<br /> <br /> '''[http://dbs.uni-leipzig.de/en/person/andreas_thor Andreas Thor]''', University of Leipzig<br /> <br /> '''[http://www.ldc.usb.ve/~mvidal/ Maria Esther Vidal]''', Professor, Universidad Simon Bolivar<br /> <br /> '''[http://www.sis.pitt.edu/~vladimir/ Vladimir Zadorozhny]''', Associate Professor, University of Pittsburgh<br /> <br /> '''[http://ufal.mff.cuni.cz/~zeman/en/ Daniel Zeman]''', Researcher, Charles University (Prague)<br /> <br /> ===Ph.D. Students===<br /> <br /> Brianna Satinoff<br /> <br /> Asad Sayeed (University of the Saarland)<br /> <br /> <br /> Necip Fazil Ayan (SRI)<br /> <br /> Laura Bright <br /> <br /> '''[http://www.cs.ntou.edu.tw/CSWebPage/eng/teachers.php Ya-Hui Chang]''': Associate Professor, National Taiwan Ocean University, Keelung, Taiwan<br /> <br /> Waiyian Chong (Yuan)<br /> <br /> Dina Demner-Fushman (National Library of Medicine)<br /> <br /> Mona Diab (Columbia University) <br /> <br /> '''[http://www.cs.cmu.edu/~cdyer/ Chris Dyer]''' (Carnegie Mellon University)<br /> <br /> Rebecca Green (Library of Congress)<br /> <br /> Stephan Greene (ATG)<br /> <br /> Nizar Habash (Columbia University)<br /> <br /> Darsana P. Josyula<br /> <br /> Maria Katsova (Microsoft Research) <br /> <br /> Ed Kenschaft<br /> <br /> Okan Kolak (Google)<br /> <br /> Grecia Lapizco<br /> <br /> '''[http://www.ncbi.nlm.nih.gov/CBBresearch/Fellows/AdamLee/ Adam (Woei-Jyh) Lee]''': Postdoc Fellow, National Institutes of Health<br /> <br /> '''[http://homepages.inf.ed.ac.uk/alopez/ Adam Lopez]''' (Edinburgh)<br /> <br /> Jun Luo <br /> <br /> Nitin Madnani (ETS)<br /> <br /> '''[http://www1.ccls.columbia.edu/~ymarton/ Yuval Marton]''' (Columbia University)<br /> <br /> Joseph Naft<br /> <br /> Scott Olsson<br /> <br /> Lisa Pearl (UC Irvine)<br /> <br /> Stacy President Hobson (IBM Research)<br /> <br /> Alejandro Rodriguez<br /> <br /> Grazia Russo-Lassner<br /> <br /> Wade Shen (MIT Lincoln Labs) <br /> <br /> Matthew Snover (CUNY)<br /> <br /> Calandra Tate (West Point)<br /> <br /> Scott Thomas (Navy Research Labs) <br /> <br /> Clare Voss (Army Research Labs) <br /> <br /> Nate Waisbrot <br /> <br /> Jianqiang Wang (State University of New York at Buffalo)<br /> <br /> Yao Wu (Microsoft)<br /> <br /> David Zajic (Univeristy of Maryland - CASL)<br /> <br /> ===MS Students===<br /> <br /> David Alexander (BBN)<br /> <br /> Aitziber Atutxa (Univ of the Basque Country)<br /> <br /> Clara Cabezas <br /> <br /> Jacob Devlin (BBN)<br /> <br /> Aga Skotowski (BBN)<br /> <br /> ===Undergraduate Students===<br /> <br /> Aaron Elkiss (PhD student, University of Michigan)<br /> <br /> Ayelet Goldin<br /> <br /> Gregory Marton (PhD student, MIT --&gt; Google)<br /> <br /> Jesse Metcalf-Burton (PhD from University of Michigan)<br /> <br /> Michael Wasser<br /> <br /> Eric Nichols (MS student, Nara Institute of Science and Technology, Japan)<br /> <br /> Andrew Fister <br /> <br /> Noah Smith (PhD from JHU --&gt; assistant professor, CMU)<br /> <br /> Jessica Stevens (BBN)<br /> <br /> Lisa Pearl (PhD from UMD --&gt; assistant professor, UC Irvine)</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=People&diff=323 2010-10-28T13:53:02Z

<p>Resnik: /* Faculty */</p> <hr /> <div>== Faculty ==<br /> * '''[http://www.umiacs.umd.edu/~jbg/ Jordan Boyd-Graber]''': Assistant Professor, the iSchool<br /> <br /> * '''[http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III]''': Assistant Professor, Computer Science, Linguistics and Institute for Advanced Computer Studies<br /> <br /> * '''[http://lampsrv02.umiacs.umd.edu/projdb/person.php?id=2 David Doermann]''': Senior Research Scientist<br /> <br /> * '''[http://www.umiacs.umd.edu/~bonnie/ Bonnie J. Dorr]''': Professor of Computer Science and UMIACS, Associate Dean of College of Computer, Mathematical and Physical Sciences and College of Chemical and Life Sciences<br /> <br /> * '''[http://terpconnect.umd.edu/~mharper/ Mary Harper]''': Affiliate Research Professor, Computer Science, Electrical and Computer Engineering, and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~jklavans/ Judith Klavans]''': Visiting Senior Research Scientist<br /> <br /> * '''[http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin]''': Associate Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.glue.umd.edu/~oard/ Douglas W. Oard]''': Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid]''': Professor, Smith School of Business and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~resnik/ Philip Resnik]''': Professor, Department of Linguistics and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~weinberg/ Amy Weinberg]''': Professor, Department of Linguistics and Institute for Advanced Computer Studies<br /> <br /> ==Researchers and Post-Docs==<br /> <br /> * '''[http://www.cs.umd.edu/~telsayed/ Tamer Elsayed]'''<br /> * '''[http://www.umiacs.umd.edu/~hollingk/ Kristy Hollingshead]'''<br /> * '''[http://www.cs.umd.edu/~skok/ Stanley Kok]'''<br /> * '''[http://www.umiacs.umd.edu/~thor/ Andreas Thor]''' <br /> * Rebecca LaPlante<br /> <br /> ==Graduate Students==<br /> <br /> * '''[http://www.cs.utah.edu/~arvind/ Arvind Agarwal]''': Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman]''': Ph.D. student, Department of Computer Science<br /> <br /> * Irene Eleta: Ph.D. student, iSchool<br /> <br /> * Beth Emmerling: Ph.D. student, iSchool<br /> <br /> * Denis Filimonov<br /> <br /> * Sergei Golitsinski, Department of Journalism<br /> <br /> * '''[http://www.cs.utah.edu/~amitg/ Amit Goyal]''': Ph.D. student, Department of Computer Science<br /> <br /> * Raul David Guerra: Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~hardisty/ Eric Hardisty]''': Ph.D. student, Department of Computer Science<br /> <br /> * Yuening Hu: Ph.D. student, Department of Computer Science<br /> <br /> * Zhongqiang Huang<br /> <br /> * Jes Koepfler: Ph.D. student, iSchool<br /> <br /> * '''[http://www.ling.umd.edu/~yakov Yakov Kronrod]''': Ph.D. student, Department of Linguistics<br /> <br /> * '''[http://www.umiacs.umd.edu/~abhishek/ Abhishek Kumar]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.utah.edu/~jags/ Jagadeesh Jagarlamudi]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''Jiarong Jiang''': Ph.D. student, Department of Computer Science<br /> <br /> * Craig Murray<br /> <br /> * Brianna Satinoff: Master's student, Department of Computer Science<br /> <br /> * Asad Sayeed: Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~sayyadi/ Hassan Sayyadi]''': Ph.D. student, Department of Computer Science<br /> <br /> * Michael Subotin: Master's student, Department of Linguistics<br /> <br /> *'''[http://www.cs.umd.edu/~fture/ Ferhan Ture]''': Ph.D. student, Department of Computer Science<br /> <br /> * Lidan Wang<br /> <br /> * Ke Wu, Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~wsc/ Shanchan Wu]''': Ph.D. student, Department of Computer Science<br /> <br /> * Tan Xu, Ph.D. student, iSchool<br /> <br /> * Ke Zhai: Ph.D. student, Department of Computer Science<br /> <br /> ==Undergraduate Students==<br /> <br /> Olivia Buzek<br /> <br /> == CLIP Alumni ==<br /> <br /> ''Note: information about where people went after UMD may or may not be up to date.''<br /> <br /> ===Researchers and postdocs===<br /> <br /> '''[http://www.umiacs.umd.edu/~jbg/static/home.html Jordan Boyd-Graber]''', Assistant Professor, University of Maryland<br /> <br /> Mari Broman-Olsen, Microsoft<br /> <br /> David Chiang, University of Southern California/Information Sciences Institute<br /> <br /> '''[http://www.cs.pitt.edu/~hwa/ Rebecca Hwa]''', Associate Professor, University of Pittsburgh<br /> <br /> Gina Levow, Assistant Professor, University of Chicago<br /> <br /> Saif Mohammad<br /> <br /> '''[http://comminfo.rutgers.edu/directory/smuresan/index.html Smaranda Muresan]''', Assistant Professor, Rutgers University<br /> <br /> '''[http://www.umiacs.umd.edu/~hendra/ Hendra Setiawan]''', Researcher, IBM TJ Watson Research Center<br /> <br /> Carolyn Sheffield<br /> <br /> '''[http://www.ldc.usb.ve/~mvidal/ Maria Esther Vidal]''', Professor, Universidad Simon Bolivar<br /> <br /> '''[http://www.sis.pitt.edu/~vladimir/ Vladimir Zadorozhny]''', Associate Professor, University of Pittsburgh<br /> <br /> '''[http://ufal.mff.cuni.cz/~zeman/en/ Daniel Zeman]''', Researcher, Charles University (Prague)<br /> <br /> ===Ph.D. Students===<br /> <br /> <br /> <br /> Necip Fazil Ayan (SRI)<br /> <br /> Laura Bright <br /> <br /> '''[http://www.cs.ntou.edu.tw/CSWebPage/eng/teachers.php Ya-Hui Chang]''': Associate Professor, National Taiwan Ocean University, Keelung, Taiwan<br /> <br /> Waiyian Chong (Yuan)<br /> <br /> Dina Demner-Fushman (National Library of Medicine)<br /> <br /> Mona Diab (Columbia University) <br /> <br /> '''[http://www.cs.cmu.edu/~cdyer/ Chris Dyer]''' (Carnegie Mellon University)<br /> <br /> Rebecca Green (Library of Congress)<br /> <br /> Stephan Greene (ATG)<br /> <br /> Nizar Habash (Columbia University)<br /> <br /> Darsana P. Josyula<br /> <br /> Maria Katsova (Microsoft Research) <br /> <br /> Ed Kenschaft<br /> <br /> Okan Kolak (Google)<br /> <br /> Grecia Lapizco<br /> <br /> '''[http://www.ncbi.nlm.nih.gov/CBBresearch/Fellows/AdamLee/ Adam (Woei-Jyh) Lee]''': Postdoc Fellow, National Institutes of Health<br /> <br /> '''[http://homepages.inf.ed.ac.uk/alopez/ Adam Lopez]''' (Edinburgh)<br /> <br /> Jun Luo <br /> <br /> Nitin Madnani (ETS)<br /> <br /> '''[http://www1.ccls.columbia.edu/~ymarton/ Yuval Marton]''' (Columbia University)<br /> <br /> Joseph Naft<br /> <br /> Scott Olsson<br /> <br /> Lisa Pearl (UC Irvine)<br /> <br /> Stacy President Hobson (IBM Research)<br /> <br /> Alejandro Rodriguez<br /> <br /> Grazia Russo-Lassner<br /> <br /> Wade Shen (MIT Lincoln Labs) <br /> <br /> Matthew Snover (CUNY)<br /> <br /> Calandra Tate (West Point)<br /> <br /> Scott Thomas (Navy Research Labs) <br /> <br /> Clare Voss (Army Research Labs) <br /> <br /> Nate Waisbrot <br /> <br /> Jianqiang Wang (State University of New York at Buffalo)<br /> <br /> Yao Wu (Microsoft)<br /> <br /> David Zajic (Univeristy of Maryland - CASL)<br /> <br /> ===MS Students===<br /> <br /> David Alexander (BBN)<br /> <br /> Aitziber Atutxa (Univ of the Basque Country)<br /> <br /> Clara Cabezas <br /> <br /> Jacob Devlin (BBN)<br /> <br /> Aga Skotowski (BBN)<br /> <br /> ===Undergraduate Students===<br /> <br /> Aaron Elkiss (PhD student, University of Michigan)<br /> <br /> Ayelet Goldin<br /> <br /> Gregory Marton (PhD student, MIT --&gt; Google)<br /> <br /> Jesse Metcalf-Burton (PhD from University of Michigan)<br /> <br /> Michael Wasser<br /> <br /> Eric Nichols (MS student, Nara Institute of Science and Technology, Japan)<br /> <br /> Andrew Fister <br /> <br /> Noah Smith (PhD from JHU --&gt; assistant professor, CMU)<br /> <br /> Jessica Stevens (BBN)<br /> <br /> Lisa Pearl (PhD from UMD --&gt; assistant professor, UC Irvine)</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Research&diff=321 2010-10-28T01:28:42Z

<p>Resnik: /* Computational Social Science */</p> <hr /> <div>==Bayesian Modeling==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jbg Jordan Boyd-Graber] || <br /> |-<br /> | [http://www.umiacs.umd.edu/~jimmylin Jimmy Lin] || <br /> |-<br /> | [http://umiacs.umd.edu/~hal Hal Daum&amp;eacute; III] || automated models; multilingual models; nonparametric methods<br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman], [http://www.cs.umd.edu/~hardisty/ Eric Hardisty], [http://umiacs.umd.edu/~ynhu/ Yuening Hu], Ke Zhai<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> Bayesian modeling is a rigorous mathematical formalism that allows us to build systems that reflect our uncertainty about the world. Applied to language, they allow us to build models that reflect the &quot;latent&quot; aspects of communication such as topic, part of speech, syntax, or sentiment. Using posterior inference, we can use the models to discover the latent features that best explain observed language.<br /> <br /> In the CLIP lab, we are interested in <br /> * building tools that make it easier for people to work with Bayesian models<br /> * scaling inference for Bayesian models up to Web scale<br /> * understanding how humans interpret and understand the latent variables in Bayesian models<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * [http://www.umiacs.umd.edu/~hal/HBC/ Hierarchical Bayes Compiler]<br /> * [http://www.umiacs.umd.edu/~jbg/docs/nips2009-rtl.pdf Reading Tea Leaves: How Humans Interpret Topic Models]<br /> * [http://drum.lib.umd.edu/handle/1903/10058 Gibbs Sampling for the Uninitiated]<br /> |}<br /> <br /> ==Machine Translation==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] || interlingual and hybrid machine translation, MT evaluation<br /> |-<br /> | [http://umiacs.umd.edu/~mharper Mary Harper] || multilingual parsing, language modeling<br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || linguistically informed translation modeling, crowdsourcing and translation<br /> |-<br /> | [http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III] || domain adaptation for translation; translation with linguistic universals<br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | | [http://www.cs.umd.edu/~ Kristy Hollingshead]<br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.cs.umd.edu/~vlad/ Vladimir Eidelman]<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> The CLIP Laboratory's current work in &lt;b&gt;machine translation&lt;/b&gt; continues the lab's long tradition of research in this area. Like most of the field, we work within the framework of statistical MT, but with an emphasis on taking appropriate advantage of knowledge driven or linguistically informed model structures, features, and priors. Some current areas of research include syntactically informed language models, linguistically informed translation model features, the use of unsupervised methods in translation modeling, exploitation of large scale &quot;cloud computing&quot; methods, and human-machine collaborative translation via crowdsourcing.<br /> <br /> &lt;b&gt;Some Representative Publications:&lt;/b&gt;<br /> * Chris Dyer and Philip Resnik. [http://www.aclweb.org/anthology/N/N10/N10-1128.pdf Context-free reordering, finite-state translation]. In Proceedings of NAACL-HLT 2010, Los Angeles, CA, USA, 2010.<br /> * Hendra Setiawan, Chris Dyer, and Philip Resnik. [http://www.cs.cmu.edu/~cdyer/ Discriminative Word Alignment with a Function Word Reordering Model]. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), Cambridge, MA, USA, 2010.<br /> * Matt Snover, Nitin Madnani, Bonnie Dorr, and Richard Schwartz, [ftp://ftp.umiacs.umd.edu/pub/bonnie/10590_2009_9062_Author.pdf TER-Plus: Paraphrases, Semantic, and Alignment Enhancements to Translation Edit Rate], Machine Translation, 23:2-3, Springer Netherlands, pp. 117-127, 2009. <br /> <br /> &lt;b&gt;Some Project Pages&lt;/b&gt;<br /> * [http://www.cs.umd.edu/hcil/monotrans/ Monotrans: Translation Crowdsourcing without Bilinguals]<br /> <br /> ==Paraphrase==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] || paraphrasing, summarization, language understanding<br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || linguistically informed NLP, paraphrasing <br /> <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt; Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | Olivia Buzek, [http://www.ling.umd.edu/~yakov/ Yakov Kronrod]<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> |-<br /> <br /> <br /> &lt;b&gt;Paraphrase&lt;/b&gt;, the ability to express the same meaning in multiple ways, is an active area of research within the NLP community and here in the CLIP Laboratory. Our work in paraphrase includes the use of paraphrase in MT evaluation and parameter estimation, lattice and forest translation, and collaborative translation, as well as research on lexical and phrasal semantic similarity measures, meaning preservation in machine translation and summarization, and large-scale document similarity computation via cloud computing methods. <br /> <br /> |}<br /> <br /> &lt;b&gt;Some Project Pages&lt;/b&gt;<br /> * [http://www.cs.umd.edu/hcil/monotrans/ Monotrans: Crowdsourcing Translation without Bilinguals]<br /> <br /> &lt;b&gt;Some Representative Publications&lt;/b&gt;<br /> * Generating Phrasal &amp; Sentential Paraphrases: A Survey of Data-Driven Methods. 2010. Computational Linguistics, 36(3). Nitin Madnani and Bonnie Dorr.<br /> * Philip Resnik, Olivia Buzek, Chang Hu, Yakov Kronrod, Alex Quinn, Benjamin B. Bederson. [http://ling.umd.edu/~yakov/CrowdConf2010/final.pdf Improving Translation via Targeted Paraphrasing], 2010 Conference on Empirical Methods in Natural Language Processing, October 2010.<br /> * Yuval Marton, Saif Mohammad, and Philip Resnik. [http://www.aclweb.org/anthology/D/D09/D09-1081.pdf Estimating Semantic Distance Using Soft Semantic Constraints in Knowledge-Source / Corpus Hybrid Models']. Conference on Empirical Methods in Natural Language Processing (EMNLP). Singapore, August 6-7, 2009. <br /> * Nitin Madnani, Necip Fazil Ayan, Philip Resnik, Bonnie Dorr. [http://www.desilinguist.org/pdf/paraphrase-wmt07.pdf Using Paraphrases for Parameter Tuning in Statistical Machine Translation]. 2007. Proceedings of the Second ACL Workshop on Statistical Machine Translation (WMT-07).<br /> <br /> ==Text Summarization ==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] || evaluation<br /> |-<br /> | David Zajic || sentence compression, sentence selection<br /> |-<br /> | [http://www.umiacs.umd.edu/~hal Hal Daum&amp;eacute; III] || summarization of technical documents; sentence compression<br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | <br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> Text Summarization is the creation of a short document to serve as a surrogate for a longer document. The CLIP Laboratory's approach to summarization enhances the extractive method of selecting source document sentences for inclusion in a summary by using sentence compression to enlarge the pool of available sentences, and by combining fluent text with topic terms. Our sentence compression technology has encompassed both statistical and linguistic methodologies. We have developed an extrinsic evaluation measure for summarization, Relevance Prediction, which is grounded in a real-world task using summarized documents. The CLIP Laboratory, in collaboration with BBN, has been a regular participant in NIST's summarization evaluations (Document Understanding Conferences and Text Analysis Conferences), and has contributed summarization components to DARPA Translingual Information Detection, Extraction and Summarization (TIDES), Surprise Language Exercise (SLE), and Global Autonomous Language Exploitation (GALE) programs, and to the iOpener project.<br /> <br /> |}<br /> <br /> ==Parsing and Tagging==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jbg/ Mary Harper] || latent variable parsing, speech<br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman] [http://www.umiacs.umd.edu/~zhuang/ Zhongqiang Huang]<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> &lt;b&gt;Parsing&lt;/b&gt; involves<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * Huang and Harper, EMNLP 2009: [http://www.aclweb.org/anthology/D/D09/D09-1087.pdf Self-Training PCFG Grammars with Latent Annotations Across Languages]<br /> * Huang, Eidelman and Harper NAACL 2009: [http://www.umiacs.umd.edu/~vlad/papers/tagger-la-st_naacl09.pdf Improving A Simple Bigram HMM Part-of-Speech Tagger by Latent Annotation and Self-Training ]<br /> <br /> |}<br /> <br /> ==Computational Social Science==<br /> <br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jbg/ Jordan Boyd-Graber] || scientific literature analysis, persuasion<br /> |-<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] || sentiment analysis, scientific literature analysis<br /> |-<br /> | [http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin] || social media<br /> |-<br /> | [http://www.umiacs.umd.edu/~oard/ Douglas W. Oard] || topical relation detection<br /> |-<br /> | [http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid] || diffusion, prediction, event detection, recommendation<br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || sentiment, persuasion<br /> |-<br /> | [http://www.umiacs.umd.edu/~weinberg Amy Weinberg] || sentiment, persuasion<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | [http://www.cs.umd.edu/~skok/ Stanley Kok]<br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.cs.umd.edu/~hardisty/ Eric Hardisty] [http://www.umiacs.umd.edu/~asayeed/ Asad Sayed] [http://www.cs.umd.edu/~sayyadi Hassan Sayyadi] [http://www.cs.umd.edu/~wsc Shanchan Wu]<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> &lt;b&gt;Computational social science&lt;/b&gt; involves the use of computational methods and models to leverage [http://www.sciencemag.org/cgi/content/summary/323/5915/721 &quot;the capacity to collect and analyze data at a scale that may reveal patterns of individual and group behaviors&quot;]. Research in the CLIP Laboratory is at the forefront of this emerging area, and includes sentiment analysis (computational modeling and prediction of opinions, perspective, and other private states), automatic analysis and visualization of the scientific literature, modeling the diffusion of technological innovations, modeling and prediction of social goals and actions such as persuasion, monitoring and prediction (tracking events, predicting new links or articles) and recommendation (personalized recommendations, learning to rank).<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * Greene and Resnik, NAACL 2009: [http://umiacs.umd.edu/~resnik/pubs/greene_resnik_naacl2009.pdf More Than Words: Syntactic Packaging and Implicit Sentiment]<br /> * Boyd-Graber and Resnik, EMNLP 2010: [http://www.umiacs.umd.edu/~jbg/docs/jbg-mlslda-2010.pdf Holistic Sentiment Analysis Across Languages: Multilingual Supervised Latent Dirichlet Allocation]<br /> <br /> |}<br /> <br /> ==Information Retrieval ==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin] || <br /> |-<br /> | [http://terpconnect.umd.edu/~oard/ Douglas W. Oard] || <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~ewagner/ Earl Wagner] || <br /> |}<br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | Lidan Wang, [http://terpconnect.umd.edu/~tanx/ Tan Xu] <br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> The goal of information retrieval is to help people find what they are looking for. Information retrieval research in the CLIP lab focuses principally on retrieval based on the language contained in text, in speech, and in document images. We work across a broad range of content types, from tweets to tomes, from talking to texting, and from Cebuano to Chinese. Three perspectives inform our work: <br /> * we integrate a broad range of computational linguistics techniques,<br /> * we focus on scalable techniques that can accommodate very large collections<br /> * we sometimes draw the boundaries of our “systems” very broadly to include both the automated tools that we create and the process by which users can best employ those tools. <br /> <br /> One example that illustrates these perspectives is our work with “cross-language information retrieval,” in which close coupling of machine translation and information retrieval techniques make it possible for people to find and use information written in languages that they can neither read nor write. Another example is our work on the design and evaluation of “question answering” systems that can automatically find and present answers to complex questions, which serves as a bridge between our work on information retrieval and summarization.<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * Douglas W. Oard, &quot;[http://terpconnect.umd.edu/~oard/pdf/elis09.pdf Multilingual Information Access],&quot; in Encyclopedia of Library and Information Sciences, 3rd Ed., 2009.<br /> <br /> <br /> |}<br /> <br /> ==Disambiguation==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jbg Jordan Boyd-Graber] || <br /> |-<br /> | [http://www.umiacs.umd.edu/~jklavans Judith Klavans] || <br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | Raul David Guerra<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> &lt;b&gt;Disambiguation &lt;/b&gt; is the process of determining the meaning or senses of a word in its context; disambiguation remains one of the most challenging NLP problems since discovering word senses involves syntactic, semantic and pragmatic contextual inferencing, along with a rich knowledge base to base selection upon. For example, the word &quot;wing&quot; in the theater differs from airplanes, yet another sense for furniture (&quot;wing chair&quot;) applies to some usages. Often disambiguation can be based on windows of two and three words, but usually involves larger computation. Techniques for disambiguation range from the use of large scale thesaural resources (such as WordNet) to purely statistical methods.<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * [http://www.umiacs.umd.edu/research/t3/index.shtml T3: Text, Tags, Trust]<br /> * [http://www.umiacs.umd.edu/~jbg/docs/jbg-EMNLP07.pdf A Topic Model for Word Sense Disambiguation]<br /> * Philip Resnik and David Yarowsky, &quot;[http://www.cs.jhu.edu/~yarowsky/pubs/nle00.ps Distinguishing Systems and Distinguishing Senses: New Evaluation Methods for Word Sense Disambiguation]&quot;, Natural Language Engineering 5(2), pp. 113-133.<br /> <br /> |}<br /> <br /> ==Annotation and Sense-making==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> <br /> | [http://www.umiacs.umd.edu/~jklavan Judith Klavans] || <br /> |-<br /> | [http://www.umiacs.umd.edu/~louiqa Louiqa Raschid] || <br /> |-<br /> <br /> <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.cs.umd.edu/~sayyadi Hassan Sayyadi] [http://www.cs.umd.edu/~wsc Shanchan Wu]<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> Annotation and tagging are ways to enhance knowledge in structured or semi-structured resources. Annotation typically references terms from a controlled vocabulary or ontology and is popular in bibliographic, scientific or museum collections. Tagging is more common in social media to tag images and documents and of course the now ubiquitous hashtags tweets. Sense-making or discovery is the process of extracting knowledge from these annotated or tagged resources and could range from simple counting to data/text mining to graph pattern recognition.<br /> <br /> In the CLIP lab, we are interested in the following tasks:<br /> * Tagging and sense-making<br /> * Pattern discovery in annotated graph datasets from the biomedical domain.<br /> * Data mining with Linked Data.<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * [http://www.umiacs.umd.edu/labs/CLIP/RSEAGER2009/index2.html Pattern Discovery, Validation, and Hypothesis Development from the Annotated Biological Web ]<br /> <br /> |}</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Events&diff=320 2010-10-28T00:43:07Z

<p>Resnik: /* Colloquia */</p> <hr /> <div>== Colloquia ==<br /> <br /> ''Titles and abstracts appear after the calendar.''<br /> <br /> === Google Calendar for CLIP Speakers===<br /> <br /> {{#widget:Google Calendar<br /> |id=lqah25nfftkqi2msv25trab8pk@group.calendar.google.com<br /> |color=B1440E<br /> |title=CLIP Events<br /> |view=AGENDA<br /> |height=300<br /> }}<br /> <br /> === 2010 Past Speakers (prior to this page going live) ===<br /> <br /> * Roger Levy<br /> * Earl Wagner<br /> * Eugene Charniak<br /> * Dave Newman<br /> * Ray Mooney<br /> <br /> === October 20: Kristy Hollingshead: Search Errors and Model Errors in Pipeline Systems ===<br /> <br /> Pipeline systems, in which data is sequentially processed in stages with the output of one stage providing input to the next, are ubiquitous in the field of natural language processing (NLP) as well as many other research areas. The popularity of the pipeline system architecture may be attributed to the utility of pipelines in improving scalability by reducing search complexity and increasing efficiency of the system. However, pipelines can suffer from the well-known problem of &quot;cascading errors,&quot; where errors earlier in the pipeline propagate to later stages in the pipeline. In this talk I will make a distinction between two different type of cascading errors in pipeline systems. The first I will term &quot;search errors,&quot; where there exists a higher-scoring candidate (according to the model), but that candidate has been excluded from the search space. The second type of error that I will address might be termed &quot;model errors,&quot; where the highest-scoring candidate (according to the model) is not the best candidate (according to some gold standard). Statistical NLP models are imperfect by nature, resulting in model errors. Interestingly, the same pipeline framework that causes search errors can also resolve (or work around) model errors; in this talk I will demonstrate several techniques for detecting and resolving search and model errors, which can result in improved efficiency with no loss in accuracy. I will briefly mention the technique of pipeline iteration, introduced in my ACL'07 paper, and introduce some related results from my dissertation. I will then focus on work done with my PhD advisor Brian Roark on chart cell constraints, as published in our COLING'08 and NAACL'09 papers; this work provably reduces the complexity of a context-free parser to quadratic performance in the worst case (observably linear) with a slight gain in accuracy using the Charniak parser. While much of this talk will be on parsing pipelines, I am currently extending some of this work to MT pipelines and would welcome discussion along those lines.<br /> <br /> Kristy Hollingshead earned her PhD in Computer Science and Engineering this year, from the Center for Spoken Language Understanding (CSLU) at the Oregon Health &amp; Science University (OHSU). She received her B.A. in English-Creative Writing from the University of Colorado in 2000 and her M.S. in Computer Science from OHSU in 2004. Her research interests in natural language processing include parsing, machine translation, evaluation metrics, and assistive technologies. She is also interested in general techniques on improving system efficiency, to allow for richer contextual information to be extracted for use in downstream stages of a pipeline system. Kristy was a National Science Foundation Graduate Research Fellow from 2004-2007.<br /> <br /> === October 27, Stanley Kok: Structure Learning in Markov Logic Networks ===<br /> <br /> Statistical learning handles uncertainty in a robust and principled way.<br /> Relational learning (also known as inductive logic programming)<br /> models domains involving multiple relations. Recent years have seen a<br /> surge of interest in the statistical relational learning (SRL) community<br /> in combining the two, driven by the realization that many (if not most)<br /> applications require both and by the growing maturity of the two fields.<br /> <br /> Markov logic networks (MLNs) is a statistical relational model that has<br /> gained traction within the AI community in recent years because of its<br /> robustness to noise and its ability to compactly model complex domains.<br /> MLNs combine probability and logic by attaching weights to first-order<br /> formulas, and viewing these as templates for features of Markov networks.<br /> Learning the structure of an MLN consists of learning both formulas and<br /> their weights.<br /> <br /> To obtain weighted MLN formulas, we could rely on human experts<br /> to specify them. However, this approach is error-prone and requires<br /> painstaking knowledge engineering. Further, it will not work on domains<br /> where there is no human expert. The ideal solution is to automatically<br /> learn MLN structure from data. However, this is a challenging task because<br /> of its super-exponential search space. In this talk, we present a series of<br /> algorithms that efficiently and accurately learn MLN structure.<br /> <br /> === November 1: Owen Rambow ===<br /> <br /> === November 10: Bob Carpenter ===<br /> <br /> === November 15: TBD ===<br /> <br /> === November 24: Ned Talley ===</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Teaching&diff=319 2010-10-28T00:33:29Z

<p>Resnik: /* Computational Linguistics II (Resnik) */</p> <hr /> <div>= Fall 2010 =<br /> <br /> == Computational Linguistics I (Daume) == <br /> Fundamental methods in natural<br /> language processing. Topics include: finite-state methods, context-free and extended context-free models<br /> of syntax; parsing and semantic interpretation; n-gram and Hidden Markov models, part-of-speech<br /> tagging; natural language applications such as machine translation, automatic summarization, and<br /> question answering.<br /> <br /> == Seminar in Computational Linguistics (Resnik) ==<br /> This advanced seminar will focus on computational modeling of language, including cognitive/linguistic<br /> aspects as well as practical language technology. Bayesian and information theoretic approaches will<br /> figure prominently. The seminar will combine reviewing fundamental material, taking a reading-group<br /> approach to key advanced papers, and (hopefully) bringing in guest speakers. Cross-disciplinary<br /> participation is strongly encouraged. ([http://umiacs.umd.edu/~resnik/ling848_fa2010/ Course Web page])<br /> <br /> == Machine Learning (Getoor) ==<br /> Reviews and analyzes both traditional<br /> symbol-processing methods and genetic algorithms as approaches to machine learning. (Neural network<br /> learning methods are primarily covered in CMSC 727.) Topics include induction of decision trees and<br /> rules, version spaces, candidate elimination algorithm, exemplar-based learning, genetic algorithms,<br /> evolution under artificial selection of problem-solving algorithms, system assessment, comparative<br /> studies, and related topics.<br /> <br /> = Spring 2010 =<br /> <br /> == Computational Linguistics II (Resnik) ==<br /> <br /> This is the second semester in our graduate sequence in computational linguistics. Students are assumed to have taken the first semester (Ling723/CMSC723) or equivalent, and this class will provide foundations for advanced seminars in computational linguistics. Students are expected to be able to know how to program, and will exercise this ability periodically in homework assignments and/or projects. The topics we'll cover are intended to get students up to speed on necessary background in order to understand and perform cutting-edge research in natural language processing, which requires a strong grounding in statistical NLP models and methods. Some of the topics are in the same areas as in Computational Linguistics I, but we will go deeper. As always, the syllabus is subject to revision; however, it will follow Manning and Schuetze's textbook relatively closely at least in early parts of the course. ([http://www.umiacs.umd.edu/~resnik/ling773_sp2010/ Recent course Web page])<br /> <br /> == Cloud Computing (Boyd-Graber) ==</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Teaching&diff=318 2010-10-28T00:31:15Z

<p>Resnik: /* Seminar in Computational Linguistics (Resnik) */</p> <hr /> <div>= Fall 2010 =<br /> <br /> == Computational Linguistics I (Daume) == <br /> Fundamental methods in natural<br /> language processing. Topics include: finite-state methods, context-free and extended context-free models<br /> of syntax; parsing and semantic interpretation; n-gram and Hidden Markov models, part-of-speech<br /> tagging; natural language applications such as machine translation, automatic summarization, and<br /> question answering.<br /> <br /> == Seminar in Computational Linguistics (Resnik) ==<br /> This advanced seminar will focus on computational modeling of language, including cognitive/linguistic<br /> aspects as well as practical language technology. Bayesian and information theoretic approaches will<br /> figure prominently. The seminar will combine reviewing fundamental material, taking a reading-group<br /> approach to key advanced papers, and (hopefully) bringing in guest speakers. Cross-disciplinary<br /> participation is strongly encouraged. ([http://umiacs.umd.edu/~resnik/ling848_fa2010/ Course Web page])<br /> <br /> == Machine Learning (Getoor) ==<br /> Reviews and analyzes both traditional<br /> symbol-processing methods and genetic algorithms as approaches to machine learning. (Neural network<br /> learning methods are primarily covered in CMSC 727.) Topics include induction of decision trees and<br /> rules, version spaces, candidate elimination algorithm, exemplar-based learning, genetic algorithms,<br /> evolution under artificial selection of problem-solving algorithms, system assessment, comparative<br /> studies, and related topics.<br /> <br /> = Spring 2010 =<br /> <br /> == Computational Linguistics II (Resnik) ==<br /> == Cloud Computing (Boyd-Graber) ==</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Research&diff=317 2010-10-28T00:29:44Z

<p>Resnik: /* Paraphrase */</p> <hr /> <div>==Bayesian Modeling==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jbg Jordan Boyd-Graber] || <br /> |-<br /> | [http://www.umiacs.umd.edu/~jimmylin Jimmy Lin] || <br /> |-<br /> | [http://umiacs.umd.edu/~hal Hal Daum&amp;eacute; III] || automated models; multilingual models; nonparametric methods<br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman], [http://www.cs.umd.edu/~hardisty/ Eric Hardisty], [http://umiacs.umd.edu/~ynhu/ Yuening Hu], Ke Zhai<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> Bayesian modeling is a rigorous mathematical formalism that allows us to build systems that reflect our uncertainty about the world. Applied to language, they allow us to build models that reflect the &quot;latent&quot; aspects of communication such as topic, part of speech, syntax, or sentiment. Using posterior inference, we can use the models to discover the latent features that best explain observed language.<br /> <br /> In the CLIP lab, we are interested in <br /> * building tools that make it easier for people to work with Bayesian models<br /> * scaling inference for Bayesian models up to Web scale<br /> * understanding how humans interpret and understand the latent variables in Bayesian models<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * [http://www.umiacs.umd.edu/~hal/HBC/ Hierarchical Bayes Compiler]<br /> * [http://www.umiacs.umd.edu/~jbg/docs/nips2009-rtl.pdf Reading Tea Leaves: How Humans Interpret Topic Models]<br /> * [http://drum.lib.umd.edu/handle/1903/10058 Gibbs Sampling for the Uninitiated]<br /> |}<br /> <br /> ==Machine Translation==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] || interlingual and hybrid machine translation, MT evaluation<br /> |-<br /> | [http://umiacs.umd.edu/~mharper Mary Harper] || multilingual parsing, language modeling<br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || linguistically informed translation modeling, crowdsourcing and translation<br /> |-<br /> | [http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III] || domain adaptation for translation; translation with linguistic universals<br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | | [http://www.cs.umd.edu/~ Kristy Hollingshead]<br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.cs.umd.edu/~vlad/ Vladimir Eidelman]<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> The CLIP Laboratory's current work in &lt;b&gt;machine translation&lt;/b&gt; continues the lab's long tradition of research in this area. Like most of the field, we work within the framework of statistical MT, but with an emphasis on taking appropriate advantage of knowledge driven or linguistically informed model structures, features, and priors. Some current areas of research include syntactically informed language models, linguistically informed translation model features, the use of unsupervised methods in translation modeling, exploitation of large scale &quot;cloud computing&quot; methods, and human-machine collaborative translation via crowdsourcing.<br /> <br /> &lt;b&gt;Some Representative Publications:&lt;/b&gt;<br /> * Chris Dyer and Philip Resnik. [http://www.aclweb.org/anthology/N/N10/N10-1128.pdf Context-free reordering, finite-state translation]. In Proceedings of NAACL-HLT 2010, Los Angeles, CA, USA, 2010.<br /> * Hendra Setiawan, Chris Dyer, and Philip Resnik. [http://www.cs.cmu.edu/~cdyer/ Discriminative Word Alignment with a Function Word Reordering Model]. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), Cambridge, MA, USA, 2010.<br /> * Matt Snover, Nitin Madnani, Bonnie Dorr, and Richard Schwartz, [ftp://ftp.umiacs.umd.edu/pub/bonnie/10590_2009_9062_Author.pdf TER-Plus: Paraphrases, Semantic, and Alignment Enhancements to Translation Edit Rate], Machine Translation, 23:2-3, Springer Netherlands, pp. 117-127, 2009. <br /> <br /> &lt;b&gt;Some Project Pages&lt;/b&gt;<br /> * [http://www.cs.umd.edu/hcil/monotrans/ Monotrans: Translation Crowdsourcing without Bilinguals]<br /> <br /> ==Paraphrase==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] || paraphrasing, summarization, language understanding<br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || linguistically informed NLP, paraphrasing <br /> <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt; Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | Olivia Buzek, [http://www.ling.umd.edu/~yakov/ Yakov Kronrod]<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> |-<br /> <br /> <br /> &lt;b&gt;Paraphrase&lt;/b&gt;, the ability to express the same meaning in multiple ways, is an active area of research within the NLP community and here in the CLIP Laboratory. Our work in paraphrase includes the use of paraphrase in MT evaluation and parameter estimation, lattice and forest translation, and collaborative translation, as well as research on lexical and phrasal semantic similarity measures, meaning preservation in machine translation and summarization, and large-scale document similarity computation via cloud computing methods. <br /> <br /> |}<br /> <br /> &lt;b&gt;Some Project Pages&lt;/b&gt;<br /> * [http://www.cs.umd.edu/hcil/monotrans/ Monotrans: Crowdsourcing Translation without Bilinguals]<br /> <br /> &lt;b&gt;Some Representative Publications&lt;/b&gt;<br /> * Generating Phrasal &amp; Sentential Paraphrases: A Survey of Data-Driven Methods. 2010. Computational Linguistics, 36(3). Nitin Madnani and Bonnie Dorr.<br /> * Philip Resnik, Olivia Buzek, Chang Hu, Yakov Kronrod, Alex Quinn, Benjamin B. Bederson. [http://ling.umd.edu/~yakov/CrowdConf2010/final.pdf Improving Translation via Targeted Paraphrasing], 2010 Conference on Empirical Methods in Natural Language Processing, October 2010.<br /> * Yuval Marton, Saif Mohammad, and Philip Resnik. [http://www.aclweb.org/anthology/D/D09/D09-1081.pdf Estimating Semantic Distance Using Soft Semantic Constraints in Knowledge-Source / Corpus Hybrid Models']. Conference on Empirical Methods in Natural Language Processing (EMNLP). Singapore, August 6-7, 2009. <br /> * Nitin Madnani, Necip Fazil Ayan, Philip Resnik, Bonnie Dorr. [http://www.desilinguist.org/pdf/paraphrase-wmt07.pdf Using Paraphrases for Parameter Tuning in Statistical Machine Translation]. 2007. Proceedings of the Second ACL Workshop on Statistical Machine Translation (WMT-07).<br /> <br /> ==Text Summarization ==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] || evaluation<br /> |-<br /> | David Zajic || sentence compression, sentence selection<br /> |-<br /> | [http://www.umiacs.umd.edu/~hal Hal Daum&amp;eacute; III] || summarization of technical documents; sentence compression<br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | <br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> Text Summarization is the creation of a short document to serve as a surrogate for a longer document. The CLIP Laboratory's approach to summarization enhances the extractive method of selecting source document sentences for inclusion in a summary by using sentence compression to enlarge the pool of available sentences, and by combining fluent text with topic terms. Our sentence compression technology has encompassed both statistical and linguistic methodologies. We have developed an extrinsic evaluation measure for summarization, Relevance Prediction, which is grounded in a real-world task using summarized documents. The CLIP Laboratory, in collaboration with BBN, has been a regular participant in NIST's summarization evaluations (Document Understanding Conferences and Text Analysis Conferences), and has contributed summarization components to DARPA Translingual Information Detection, Extraction and Summarization (TIDES), Surprise Language Exercise (SLE), and Global Autonomous Language Exploitation (GALE) programs, and to the iOpener project.<br /> <br /> |}<br /> <br /> ==Parsing and Tagging==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jbg/ Mary Harper] || latent variable parsing, speech<br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman] [http://www.umiacs.umd.edu/~zhuang/ Zhongqiang Huang]<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> &lt;b&gt;Parsing&lt;/b&gt; involves<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * Huang and Harper, EMNLP 2009: [http://www.aclweb.org/anthology/D/D09/D09-1087.pdf Self-Training PCFG Grammars with Latent Annotations Across Languages]<br /> * Huang, Eidelman and Harper NAACL 2009: [http://www.umiacs.umd.edu/~vlad/papers/tagger-la-st_naacl09.pdf Improving A Simple Bigram HMM Part-of-Speech Tagger by Latent Annotation and Self-Training ]<br /> <br /> |}<br /> <br /> ==Computational Social Science==<br /> <br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jbg/ Jordan Boyd-Graber] || scientific literature analysis, persuasion<br /> |-<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] || sentiment analysis, scientific literature analysis<br /> |-<br /> | [http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin] || social media<br /> |-<br /> | [http://www.umiacs.umd.edu/~oard/ Douglas W. Oard] || topical relation detection<br /> |-<br /> | [http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid] || diffusion, prediction, event detection, recommendation<br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || sentiment, persuasion<br /> |-<br /> | [http://www.umiacs.umd.edu/~weinberg Amy Weinberg] || sentiment, persuasion<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.cs.umd.edu/~hardisty/ Eric Hardisty] [http://www.umiacs.umd.edu/~asayeed/ Asad Sayed] [http://www.cs.umd.edu/~sayyadi Hassan Sayyadi] [http://www.cs.umd.edu/~wsc Shanchan Wu]<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> &lt;b&gt;Computational social science&lt;/b&gt; involves the use of computational methods and models to leverage [http://www.sciencemag.org/cgi/content/summary/323/5915/721 &quot;the capacity to collect and analyze data at a scale that may reveal patterns of individual and group behaviors&quot;]. Research in the CLIP Laboratory is at the forefront of this emerging area, and includes sentiment analysis (computational modeling and prediction of opinions, perspective, and other private states), automatic analysis and visualization of the scientific literature, modeling the diffusion of technological innovations, modeling and prediction of social goals and actions such as persuasion, monitoring and prediction (tracking events, predicting new links or articles) and recommendation (personalized recommendations, learning to rank).<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * Greene and Resnik, NAACL 2009: [http://umiacs.umd.edu/~resnik/pubs/greene_resnik_naacl2009.pdf More Than Words: Syntactic Packaging and Implicit Sentiment]<br /> * Boyd-Graber and Resnik, EMNLP 2010: [http://www.umiacs.umd.edu/~jbg/docs/jbg-mlslda-2010.pdf Holistic Sentiment Analysis Across Languages: Multilingual Supervised Latent Dirichlet Allocation]<br /> <br /> |}<br /> <br /> ==Information Retrieval ==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin] || <br /> |-<br /> | [http://terpconnect.umd.edu/~oard/ Douglas W. Oard] || <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~ewagner/ Earl Wagner] || <br /> |}<br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | Lidan Wang, [http://terpconnect.umd.edu/~tanx/ Tan Xu] <br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> The goal of information retrieval is to help people find what they are looking for. Information retrieval research in the CLIP lab focuses principally on retrieval based on the language contained in text, in speech, and in document images. We work across a broad range of content types, from tweets to tomes, from talking to texting, and from Cebuano to Chinese. Three perspectives inform our work: <br /> * we integrate a broad range of computational linguistics techniques,<br /> * we focus on scalable techniques that can accommodate very large collections<br /> * we sometimes draw the boundaries of our “systems” very broadly to include both the automated tools that we create and the process by which users can best employ those tools. <br /> <br /> One example that illustrates these perspectives is our work with “cross-language information retrieval,” in which close coupling of machine translation and information retrieval techniques make it possible for people to find and use information written in languages that they can neither read nor write. Another example is our work on the design and evaluation of “question answering” systems that can automatically find and present answers to complex questions, which serves as a bridge between our work on information retrieval and summarization.<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * Douglas W. Oard, &quot;[http://terpconnect.umd.edu/~oard/pdf/elis09.pdf Multilingual Information Access],&quot; in Encyclopedia of Library and Information Sciences, 3rd Ed., 2009.<br /> <br /> <br /> |}<br /> <br /> ==Disambiguation==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jbg Jordan Boyd-Graber] || <br /> |-<br /> | [http://www.umiacs.umd.edu/~jklavans Judith Klavans] || <br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | Raul David Guerra<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> &lt;b&gt;Disambiguation &lt;/b&gt; is the process of determining the meaning or senses of a word in its context; disambiguation remains one of the most challenging NLP problems since discovering word senses involves syntactic, semantic and pragmatic contextual inferencing, along with a rich knowledge base to base selection upon. For example, the word &quot;wing&quot; in the theater differs from airplanes, yet another sense for furniture (&quot;wing chair&quot;) applies to some usages. Often disambiguation can be based on windows of two and three words, but usually involves larger computation. Techniques for disambiguation range from the use of large scale thesaural resources (such as WordNet) to purely statistical methods.<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * [http://www.umiacs.umd.edu/research/t3/index.shtml T3: Text, Tags, Trust]<br /> * [http://www.umiacs.umd.edu/~jbg/docs/jbg-EMNLP07.pdf A Topic Model for Word Sense Disambiguation]<br /> * Philip Resnik and David Yarowsky, &quot;[http://www.cs.jhu.edu/~yarowsky/pubs/nle00.ps Distinguishing Systems and Distinguishing Senses: New Evaluation Methods for Word Sense Disambiguation]&quot;, Natural Language Engineering 5(2), pp. 113-133.<br /> <br /> |}<br /> <br /> ==Annotation and Sense-making==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> <br /> | [http://www.umiacs.umd.edu/~jklavan Judith Klavans] || <br /> |-<br /> | [http://www.umiacs.umd.edu/~louiqa Louiqa Raschid] || <br /> |-<br /> <br /> <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.cs.umd.edu/~sayyadi Hassan Sayyadi] [http://www.cs.umd.edu/~wsc Shanchan Wu]<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> Annotation and tagging are ways to enhance knowledge in structured or semi-structured resources. Annotation typically references terms from a controlled vocabulary or ontology and is popular in bibliographic, scientific or museum collections. Tagging is more common in social media to tag images and documents and of course the now ubiquitous hashtags tweets. Sense-making or discovery is the process of extracting knowledge from these annotated or tagged resources and could range from simple counting to data/text mining to graph pattern recognition.<br /> <br /> In the CLIP lab, we are interested in the following tasks:<br /> * Tagging and sense-making<br /> * Pattern discovery in annotated graph datasets from the biomedical domain.<br /> * Data mining with Linked Data.<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * [http://www.umiacs.umd.edu/labs/CLIP/RSEAGER2009/index2.html Pattern Discovery, Validation, and Hypothesis Development from the Annotated Biological Web ]<br /> <br /> |}</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Research&diff=316 2010-10-28T00:28:15Z

<p>Resnik: /* Paraphrasing */</p> <hr /> <div>==Bayesian Modeling==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jbg Jordan Boyd-Graber] || <br /> |-<br /> | [http://www.umiacs.umd.edu/~jimmylin Jimmy Lin] || <br /> |-<br /> | [http://umiacs.umd.edu/~hal Hal Daum&amp;eacute; III] || automated models; multilingual models; nonparametric methods<br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman], [http://www.cs.umd.edu/~hardisty/ Eric Hardisty], [http://umiacs.umd.edu/~ynhu/ Yuening Hu], Ke Zhai<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> Bayesian modeling is a rigorous mathematical formalism that allows us to build systems that reflect our uncertainty about the world. Applied to language, they allow us to build models that reflect the &quot;latent&quot; aspects of communication such as topic, part of speech, syntax, or sentiment. Using posterior inference, we can use the models to discover the latent features that best explain observed language.<br /> <br /> In the CLIP lab, we are interested in <br /> * building tools that make it easier for people to work with Bayesian models<br /> * scaling inference for Bayesian models up to Web scale<br /> * understanding how humans interpret and understand the latent variables in Bayesian models<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * [http://www.umiacs.umd.edu/~hal/HBC/ Hierarchical Bayes Compiler]<br /> * [http://www.umiacs.umd.edu/~jbg/docs/nips2009-rtl.pdf Reading Tea Leaves: How Humans Interpret Topic Models]<br /> * [http://drum.lib.umd.edu/handle/1903/10058 Gibbs Sampling for the Uninitiated]<br /> |}<br /> <br /> ==Machine Translation==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] || interlingual and hybrid machine translation, MT evaluation<br /> |-<br /> | [http://umiacs.umd.edu/~mharper Mary Harper] || multilingual parsing, language modeling<br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || linguistically informed translation modeling, crowdsourcing and translation<br /> |-<br /> | [http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III] || domain adaptation for translation; translation with linguistic universals<br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | | [http://www.cs.umd.edu/~ Kristy Hollingshead]<br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.cs.umd.edu/~vlad/ Vladimir Eidelman]<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> The CLIP Laboratory's current work in &lt;b&gt;machine translation&lt;/b&gt; continues the lab's long tradition of research in this area. Like most of the field, we work within the framework of statistical MT, but with an emphasis on taking appropriate advantage of knowledge driven or linguistically informed model structures, features, and priors. Some current areas of research include syntactically informed language models, linguistically informed translation model features, the use of unsupervised methods in translation modeling, exploitation of large scale &quot;cloud computing&quot; methods, and human-machine collaborative translation via crowdsourcing.<br /> <br /> &lt;b&gt;Some Representative Publications:&lt;/b&gt;<br /> * Chris Dyer and Philip Resnik. [http://www.aclweb.org/anthology/N/N10/N10-1128.pdf Context-free reordering, finite-state translation]. In Proceedings of NAACL-HLT 2010, Los Angeles, CA, USA, 2010.<br /> * Hendra Setiawan, Chris Dyer, and Philip Resnik. [http://www.cs.cmu.edu/~cdyer/ Discriminative Word Alignment with a Function Word Reordering Model]. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), Cambridge, MA, USA, 2010.<br /> * Matt Snover, Nitin Madnani, Bonnie Dorr, and Richard Schwartz, [ftp://ftp.umiacs.umd.edu/pub/bonnie/10590_2009_9062_Author.pdf TER-Plus: Paraphrases, Semantic, and Alignment Enhancements to Translation Edit Rate], Machine Translation, 23:2-3, Springer Netherlands, pp. 117-127, 2009. <br /> <br /> &lt;b&gt;Some Project Pages&lt;/b&gt;<br /> * [http://www.cs.umd.edu/hcil/monotrans/ Monotrans: Translation Crowdsourcing without Bilinguals]<br /> <br /> ==Paraphrasing==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] || paraphrasing, summarization, language understanding<br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || linguistically informed NLP, paraphrasing <br /> <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt; Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | Olivia Buzek, [http://www.ling.umd.edu/~yakov/ Yakov Kronrod]<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> |-<br /> <br /> <br /> &lt;b&gt;Paraphrase&lt;/b&gt;, the ability to express the same meaning in multiple ways, is an active area of research within the NLP community and here in the CLIP Laboratory. Our work in paraphrase includes the use of paraphrase in MT evaluation and parameter estimation, lattice and forest translation, and collaborative translation, as well as research on lexical and phrasal semantic similarity measures, meaning preservation in machine translation and summarization, and large-scale document similarity computation via cloud computing methods. <br /> <br /> |}<br /> <br /> &lt;b&gt;Some Project Pages&lt;/b&gt;<br /> * [http://www.cs.umd.edu/hcil/monotrans/ Monotrans: Crowdsourcing Translation without Bilinguals]<br /> <br /> &lt;b&gt;Some Representative Publications&lt;/b&gt;<br /> * Generating Phrasal &amp; Sentential Paraphrases: A Survey of Data-Driven Methods. 2010. Computational Linguistics, 36(3). Nitin Madnani and Bonnie Dorr.<br /> * Philip Resnik, Olivia Buzek, Chang Hu, Yakov Kronrod, Alex Quinn, Benjamin B. Bederson. [http://ling.umd.edu/~yakov/CrowdConf2010/final.pdf Improving Translation via Targeted Paraphrasing], 2010 Conference on Empirical Methods in Natural Language Processing, October 2010.<br /> * Yuval Marton, Saif Mohammad, and Philip Resnik. [http://www.aclweb.org/anthology/D/D09/D09-1081.pdf Estimating Semantic Distance Using Soft Semantic Constraints in Knowledge-Source / Corpus Hybrid Models']. Conference on Empirical Methods in Natural Language Processing (EMNLP). Singapore, August 6-7, 2009. <br /> * Nitin Madnani, Necip Fazil Ayan, Philip Resnik, Bonnie Dorr. [http://www.desilinguist.org/pdf/paraphrase-wmt07.pdf Using Paraphrases for Parameter Tuning in Statistical Machine Translation]. 2007. Proceedings of the Second ACL Workshop on Statistical Machine Translation (WMT-07).<br /> <br /> ==Text Summarization ==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] || evaluation<br /> |-<br /> | David Zajic || sentence compression, sentence selection<br /> |-<br /> | [http://www.umiacs.umd.edu/~hal Hal Daum&amp;eacute; III] || summarization of technical documents; sentence compression<br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | <br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> Text Summarization is the creation of a short document to serve as a surrogate for a longer document. The CLIP Laboratory's approach to summarization enhances the extractive method of selecting source document sentences for inclusion in a summary by using sentence compression to enlarge the pool of available sentences, and by combining fluent text with topic terms. Our sentence compression technology has encompassed both statistical and linguistic methodologies. We have developed an extrinsic evaluation measure for summarization, Relevance Prediction, which is grounded in a real-world task using summarized documents. The CLIP Laboratory, in collaboration with BBN, has been a regular participant in NIST's summarization evaluations (Document Understanding Conferences and Text Analysis Conferences), and has contributed summarization components to DARPA Translingual Information Detection, Extraction and Summarization (TIDES), Surprise Language Exercise (SLE), and Global Autonomous Language Exploitation (GALE) programs, and to the iOpener project.<br /> <br /> |}<br /> <br /> ==Parsing and Tagging==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jbg/ Mary Harper] || latent variable parsing, speech<br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman] [http://www.umiacs.umd.edu/~zhuang/ Zhongqiang Huang]<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> &lt;b&gt;Parsing&lt;/b&gt; involves<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * Huang and Harper, EMNLP 2009: [http://www.aclweb.org/anthology/D/D09/D09-1087.pdf Self-Training PCFG Grammars with Latent Annotations Across Languages]<br /> * Huang, Eidelman and Harper NAACL 2009: [http://www.umiacs.umd.edu/~vlad/papers/tagger-la-st_naacl09.pdf Improving A Simple Bigram HMM Part-of-Speech Tagger by Latent Annotation and Self-Training ]<br /> <br /> |}<br /> <br /> ==Computational Social Science==<br /> <br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jbg/ Jordan Boyd-Graber] || scientific literature analysis, persuasion<br /> |-<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] || sentiment analysis, scientific literature analysis<br /> |-<br /> | [http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin] || social media<br /> |-<br /> | [http://www.umiacs.umd.edu/~oard/ Douglas W. Oard] || topical relation detection<br /> |-<br /> | [http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid] || diffusion, prediction, event detection, recommendation<br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || sentiment, persuasion<br /> |-<br /> | [http://www.umiacs.umd.edu/~weinberg Amy Weinberg] || sentiment, persuasion<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.cs.umd.edu/~hardisty/ Eric Hardisty] [http://www.umiacs.umd.edu/~asayeed/ Asad Sayed] [http://www.cs.umd.edu/~sayyadi Hassan Sayyadi] [http://www.cs.umd.edu/~wsc Shanchan Wu]<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> &lt;b&gt;Computational social science&lt;/b&gt; involves the use of computational methods and models to leverage [http://www.sciencemag.org/cgi/content/summary/323/5915/721 &quot;the capacity to collect and analyze data at a scale that may reveal patterns of individual and group behaviors&quot;]. Research in the CLIP Laboratory is at the forefront of this emerging area, and includes sentiment analysis (computational modeling and prediction of opinions, perspective, and other private states), automatic analysis and visualization of the scientific literature, modeling the diffusion of technological innovations, modeling and prediction of social goals and actions such as persuasion, monitoring and prediction (tracking events, predicting new links or articles) and recommendation (personalized recommendations, learning to rank).<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * Greene and Resnik, NAACL 2009: [http://umiacs.umd.edu/~resnik/pubs/greene_resnik_naacl2009.pdf More Than Words: Syntactic Packaging and Implicit Sentiment]<br /> * Boyd-Graber and Resnik, EMNLP 2010: [http://www.umiacs.umd.edu/~jbg/docs/jbg-mlslda-2010.pdf Holistic Sentiment Analysis Across Languages: Multilingual Supervised Latent Dirichlet Allocation]<br /> <br /> |}<br /> <br /> ==Information Retrieval ==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin] || <br /> |-<br /> | [http://terpconnect.umd.edu/~oard/ Douglas W. Oard] || <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~ewagner/ Earl Wagner] || <br /> |}<br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | Lidan Wang, [http://terpconnect.umd.edu/~tanx/ Tan Xu] <br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> The goal of information retrieval is to help people find what they are looking for. Information retrieval research in the CLIP lab focuses principally on retrieval based on the language contained in text, in speech, and in document images. We work across a broad range of content types, from tweets to tomes, from talking to texting, and from Cebuano to Chinese. Three perspectives inform our work: <br /> * we integrate a broad range of computational linguistics techniques,<br /> * we focus on scalable techniques that can accommodate very large collections<br /> * we sometimes draw the boundaries of our “systems” very broadly to include both the automated tools that we create and the process by which users can best employ those tools. <br /> <br /> One example that illustrates these perspectives is our work with “cross-language information retrieval,” in which close coupling of machine translation and information retrieval techniques make it possible for people to find and use information written in languages that they can neither read nor write. Another example is our work on the design and evaluation of “question answering” systems that can automatically find and present answers to complex questions, which serves as a bridge between our work on information retrieval and summarization.<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * Douglas W. Oard, &quot;[http://terpconnect.umd.edu/~oard/pdf/elis09.pdf Multilingual Information Access],&quot; in Encyclopedia of Library and Information Sciences, 3rd Ed., 2009.<br /> <br /> <br /> |}<br /> <br /> ==Disambiguation==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jbg Jordan Boyd-Graber] || <br /> |-<br /> | [http://www.umiacs.umd.edu/~jklavans Judith Klavans] || <br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | Raul David Guerra<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> &lt;b&gt;Disambiguation &lt;/b&gt; is the process of determining the meaning or senses of a word in its context; disambiguation remains one of the most challenging NLP problems since discovering word senses involves syntactic, semantic and pragmatic contextual inferencing, along with a rich knowledge base to base selection upon. For example, the word &quot;wing&quot; in the theater differs from airplanes, yet another sense for furniture (&quot;wing chair&quot;) applies to some usages. Often disambiguation can be based on windows of two and three words, but usually involves larger computation. Techniques for disambiguation range from the use of large scale thesaural resources (such as WordNet) to purely statistical methods.<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * [http://www.umiacs.umd.edu/research/t3/index.shtml T3: Text, Tags, Trust]<br /> * [http://www.umiacs.umd.edu/~jbg/docs/jbg-EMNLP07.pdf A Topic Model for Word Sense Disambiguation]<br /> * Philip Resnik and David Yarowsky, &quot;[http://www.cs.jhu.edu/~yarowsky/pubs/nle00.ps Distinguishing Systems and Distinguishing Senses: New Evaluation Methods for Word Sense Disambiguation]&quot;, Natural Language Engineering 5(2), pp. 113-133.<br /> <br /> |}<br /> <br /> ==Annotation and Sense-making==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> <br /> | [http://www.umiacs.umd.edu/~jklavan Judith Klavans] || <br /> |-<br /> | [http://www.umiacs.umd.edu/~louiqa Louiqa Raschid] || <br /> |-<br /> <br /> <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.cs.umd.edu/~sayyadi Hassan Sayyadi] [http://www.cs.umd.edu/~wsc Shanchan Wu]<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> Annotation and tagging are ways to enhance knowledge in structured or semi-structured resources. Annotation typically references terms from a controlled vocabulary or ontology and is popular in bibliographic, scientific or museum collections. Tagging is more common in social media to tag images and documents and of course the now ubiquitous hashtags tweets. Sense-making or discovery is the process of extracting knowledge from these annotated or tagged resources and could range from simple counting to data/text mining to graph pattern recognition.<br /> <br /> In the CLIP lab, we are interested in the following tasks:<br /> * Tagging and sense-making<br /> * Pattern discovery in annotated graph datasets from the biomedical domain.<br /> * Data mining with Linked Data.<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * [http://www.umiacs.umd.edu/labs/CLIP/RSEAGER2009/index2.html Pattern Discovery, Validation, and Hypothesis Development from the Annotated Biological Web ]<br /> <br /> |}</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Research&diff=315 2010-10-28T00:27:01Z

<p>Resnik: /* Paraphrasing */</p> <hr /> <div>==Bayesian Modeling==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jbg Jordan Boyd-Graber] || <br /> |-<br /> | [http://www.umiacs.umd.edu/~jimmylin Jimmy Lin] || <br /> |-<br /> | [http://umiacs.umd.edu/~hal Hal Daum&amp;eacute; III] || automated models; multilingual models; nonparametric methods<br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman], [http://www.cs.umd.edu/~hardisty/ Eric Hardisty], [http://umiacs.umd.edu/~ynhu/ Yuening Hu], Ke Zhai<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> Bayesian modeling is a rigorous mathematical formalism that allows us to build systems that reflect our uncertainty about the world. Applied to language, they allow us to build models that reflect the &quot;latent&quot; aspects of communication such as topic, part of speech, syntax, or sentiment. Using posterior inference, we can use the models to discover the latent features that best explain observed language.<br /> <br /> In the CLIP lab, we are interested in <br /> * building tools that make it easier for people to work with Bayesian models<br /> * scaling inference for Bayesian models up to Web scale<br /> * understanding how humans interpret and understand the latent variables in Bayesian models<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * [http://www.umiacs.umd.edu/~hal/HBC/ Hierarchical Bayes Compiler]<br /> * [http://www.umiacs.umd.edu/~jbg/docs/nips2009-rtl.pdf Reading Tea Leaves: How Humans Interpret Topic Models]<br /> * [http://drum.lib.umd.edu/handle/1903/10058 Gibbs Sampling for the Uninitiated]<br /> |}<br /> <br /> ==Machine Translation==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] || interlingual and hybrid machine translation, MT evaluation<br /> |-<br /> | [http://umiacs.umd.edu/~mharper Mary Harper] || multilingual parsing, language modeling<br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || linguistically informed translation modeling, crowdsourcing and translation<br /> |-<br /> | [http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III] || domain adaptation for translation; translation with linguistic universals<br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | | [http://www.cs.umd.edu/~ Kristy Hollingshead]<br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.cs.umd.edu/~vlad/ Vladimir Eidelman]<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> The CLIP Laboratory's current work in &lt;b&gt;machine translation&lt;/b&gt; continues the lab's long tradition of research in this area. Like most of the field, we work within the framework of statistical MT, but with an emphasis on taking appropriate advantage of knowledge driven or linguistically informed model structures, features, and priors. Some current areas of research include syntactically informed language models, linguistically informed translation model features, the use of unsupervised methods in translation modeling, exploitation of large scale &quot;cloud computing&quot; methods, and human-machine collaborative translation via crowdsourcing.<br /> <br /> &lt;b&gt;Some Representative Publications:&lt;/b&gt;<br /> * Chris Dyer and Philip Resnik. [http://www.aclweb.org/anthology/N/N10/N10-1128.pdf Context-free reordering, finite-state translation]. In Proceedings of NAACL-HLT 2010, Los Angeles, CA, USA, 2010.<br /> * Hendra Setiawan, Chris Dyer, and Philip Resnik. [http://www.cs.cmu.edu/~cdyer/ Discriminative Word Alignment with a Function Word Reordering Model]. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), Cambridge, MA, USA, 2010.<br /> * Matt Snover, Nitin Madnani, Bonnie Dorr, and Richard Schwartz, [ftp://ftp.umiacs.umd.edu/pub/bonnie/10590_2009_9062_Author.pdf TER-Plus: Paraphrases, Semantic, and Alignment Enhancements to Translation Edit Rate], Machine Translation, 23:2-3, Springer Netherlands, pp. 117-127, 2009. <br /> <br /> &lt;b&gt;Some Project Pages&lt;/b&gt;<br /> * [http://www.cs.umd.edu/hcil/monotrans/ Monotrans: Translation Crowdsourcing without Bilinguals]<br /> <br /> ==Paraphrasing==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] || paraphrasing, summarization, language understanding<br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || linguistically informed NLP, paraphrasing <br /> <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt; Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | Olivia Buzek, [http://www.ling.umd.edu/~yakov/ Yakov Kronrod]<br /> <br /> |-<br /> <br /> &lt;b&gt;Paraphrase&lt;/b&gt;, the ability to express the same meaning in multiple ways, is an active area of research within the NLP community and here in the CLIP Laboratory. Our work in paraphrase includes the use of paraphrase in MT evaluation and parameter estimation, lattice and forest translation, and collaborative translation, as well as research on lexical and phrasal semantic similarity measures, meaning preservation in machine translation and summarization, and large-scale document similarity computation via cloud computing methods. <br /> <br /> |}<br /> <br /> &lt;b&gt;Some Project Pages&lt;/b&gt;<br /> * [http://www.cs.umd.edu/hcil/monotrans/ Monotrans: Crowdsourcing Translation without Bilinguals]<br /> <br /> &lt;b&gt;Some Representative Publications&lt;/b&gt;<br /> * Generating Phrasal &amp; Sentential Paraphrases: A Survey of Data-Driven Methods. 2010. Computational Linguistics, 36(3). Nitin Madnani and Bonnie Dorr.<br /> * Philip Resnik, Olivia Buzek, Chang Hu, Yakov Kronrod, Alex Quinn, Benjamin B. Bederson. [http://ling.umd.edu/~yakov/CrowdConf2010/final.pdf Improving Translation via Targeted Paraphrasing], 2010 Conference on Empirical Methods in Natural Language Processing, October 2010.<br /> * Yuval Marton, Saif Mohammad, and Philip Resnik. [http://www.aclweb.org/anthology/D/D09/D09-1081.pdf Estimating Semantic Distance Using Soft Semantic Constraints in Knowledge-Source / Corpus Hybrid Models']. Conference on Empirical Methods in Natural Language Processing (EMNLP). Singapore, August 6-7, 2009. <br /> * Nitin Madnani, Necip Fazil Ayan, Philip Resnik, Bonnie Dorr. [http://www.desilinguist.org/pdf/paraphrase-wmt07.pdf Using Paraphrases for Parameter Tuning in Statistical Machine Translation]. 2007. Proceedings of the Second ACL Workshop on Statistical Machine Translation (WMT-07).<br /> <br /> ==Text Summarization ==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] || evaluation<br /> |-<br /> | David Zajic || sentence compression, sentence selection<br /> |-<br /> | [http://www.umiacs.umd.edu/~hal Hal Daum&amp;eacute; III] || summarization of technical documents; sentence compression<br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | <br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> Text Summarization is the creation of a short document to serve as a surrogate for a longer document. The CLIP Laboratory's approach to summarization enhances the extractive method of selecting source document sentences for inclusion in a summary by using sentence compression to enlarge the pool of available sentences, and by combining fluent text with topic terms. Our sentence compression technology has encompassed both statistical and linguistic methodologies. We have developed an extrinsic evaluation measure for summarization, Relevance Prediction, which is grounded in a real-world task using summarized documents. The CLIP Laboratory, in collaboration with BBN, has been a regular participant in NIST's summarization evaluations (Document Understanding Conferences and Text Analysis Conferences), and has contributed summarization components to DARPA Translingual Information Detection, Extraction and Summarization (TIDES), Surprise Language Exercise (SLE), and Global Autonomous Language Exploitation (GALE) programs, and to the iOpener project.<br /> <br /> |}<br /> <br /> ==Parsing and Tagging==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jbg/ Mary Harper] || latent variable parsing, speech<br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman] [http://www.umiacs.umd.edu/~zhuang/ Zhongqiang Huang]<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> &lt;b&gt;Parsing&lt;/b&gt; involves<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * Huang and Harper, EMNLP 2009: [http://www.aclweb.org/anthology/D/D09/D09-1087.pdf Self-Training PCFG Grammars with Latent Annotations Across Languages]<br /> * Huang, Eidelman and Harper NAACL 2009: [http://www.umiacs.umd.edu/~vlad/papers/tagger-la-st_naacl09.pdf Improving A Simple Bigram HMM Part-of-Speech Tagger by Latent Annotation and Self-Training ]<br /> <br /> |}<br /> <br /> ==Computational Social Science==<br /> <br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jbg/ Jordan Boyd-Graber] || scientific literature analysis, persuasion<br /> |-<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] || sentiment analysis, scientific literature analysis<br /> |-<br /> | [http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin] || social media<br /> |-<br /> | [http://www.umiacs.umd.edu/~oard/ Douglas W. Oard] || topical relation detection<br /> |-<br /> | [http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid] || diffusion, prediction, event detection, recommendation<br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || sentiment, persuasion<br /> |-<br /> | [http://www.umiacs.umd.edu/~weinberg Amy Weinberg] || sentiment, persuasion<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.cs.umd.edu/~hardisty/ Eric Hardisty] [http://www.umiacs.umd.edu/~asayeed/ Asad Sayed] [http://www.cs.umd.edu/~sayyadi Hassan Sayyadi] [http://www.cs.umd.edu/~wsc Shanchan Wu]<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> &lt;b&gt;Computational social science&lt;/b&gt; involves the use of computational methods and models to leverage [http://www.sciencemag.org/cgi/content/summary/323/5915/721 &quot;the capacity to collect and analyze data at a scale that may reveal patterns of individual and group behaviors&quot;]. Research in the CLIP Laboratory is at the forefront of this emerging area, and includes sentiment analysis (computational modeling and prediction of opinions, perspective, and other private states), automatic analysis and visualization of the scientific literature, modeling the diffusion of technological innovations, modeling and prediction of social goals and actions such as persuasion, monitoring and prediction (tracking events, predicting new links or articles) and recommendation (personalized recommendations, learning to rank).<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * Greene and Resnik, NAACL 2009: [http://umiacs.umd.edu/~resnik/pubs/greene_resnik_naacl2009.pdf More Than Words: Syntactic Packaging and Implicit Sentiment]<br /> * Boyd-Graber and Resnik, EMNLP 2010: [http://www.umiacs.umd.edu/~jbg/docs/jbg-mlslda-2010.pdf Holistic Sentiment Analysis Across Languages: Multilingual Supervised Latent Dirichlet Allocation]<br /> <br /> |}<br /> <br /> ==Information Retrieval ==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin] || <br /> |-<br /> | [http://terpconnect.umd.edu/~oard/ Douglas W. Oard] || <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~ewagner/ Earl Wagner] || <br /> |}<br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | Lidan Wang, [http://terpconnect.umd.edu/~tanx/ Tan Xu] <br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> The goal of information retrieval is to help people find what they are looking for. Information retrieval research in the CLIP lab focuses principally on retrieval based on the language contained in text, in speech, and in document images. We work across a broad range of content types, from tweets to tomes, from talking to texting, and from Cebuano to Chinese. Three perspectives inform our work: <br /> * we integrate a broad range of computational linguistics techniques,<br /> * we focus on scalable techniques that can accommodate very large collections<br /> * we sometimes draw the boundaries of our “systems” very broadly to include both the automated tools that we create and the process by which users can best employ those tools. <br /> <br /> One example that illustrates these perspectives is our work with “cross-language information retrieval,” in which close coupling of machine translation and information retrieval techniques make it possible for people to find and use information written in languages that they can neither read nor write. Another example is our work on the design and evaluation of “question answering” systems that can automatically find and present answers to complex questions, which serves as a bridge between our work on information retrieval and summarization.<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * Douglas W. Oard, &quot;[http://terpconnect.umd.edu/~oard/pdf/elis09.pdf Multilingual Information Access],&quot; in Encyclopedia of Library and Information Sciences, 3rd Ed., 2009.<br /> <br /> <br /> |}<br /> <br /> ==Disambiguation==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jbg Jordan Boyd-Graber] || <br /> |-<br /> | [http://www.umiacs.umd.edu/~jklavans Judith Klavans] || <br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | Raul David Guerra<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> &lt;b&gt;Disambiguation &lt;/b&gt; is the process of determining the meaning or senses of a word in its context; disambiguation remains one of the most challenging NLP problems since discovering word senses involves syntactic, semantic and pragmatic contextual inferencing, along with a rich knowledge base to base selection upon. For example, the word &quot;wing&quot; in the theater differs from airplanes, yet another sense for furniture (&quot;wing chair&quot;) applies to some usages. Often disambiguation can be based on windows of two and three words, but usually involves larger computation. Techniques for disambiguation range from the use of large scale thesaural resources (such as WordNet) to purely statistical methods.<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * [http://www.umiacs.umd.edu/research/t3/index.shtml T3: Text, Tags, Trust]<br /> * [http://www.umiacs.umd.edu/~jbg/docs/jbg-EMNLP07.pdf A Topic Model for Word Sense Disambiguation]<br /> * Philip Resnik and David Yarowsky, &quot;[http://www.cs.jhu.edu/~yarowsky/pubs/nle00.ps Distinguishing Systems and Distinguishing Senses: New Evaluation Methods for Word Sense Disambiguation]&quot;, Natural Language Engineering 5(2), pp. 113-133.<br /> <br /> |}<br /> <br /> ==Annotation and Sense-making==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> <br /> | [http://www.umiacs.umd.edu/~jklavan Judith Klavans] || <br /> |-<br /> | [http://www.umiacs.umd.edu/~louiqa Louiqa Raschid] || <br /> |-<br /> <br /> <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.cs.umd.edu/~sayyadi Hassan Sayyadi] [http://www.cs.umd.edu/~wsc Shanchan Wu]<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> Annotation and tagging are ways to enhance knowledge in structured or semi-structured resources. Annotation typically references terms from a controlled vocabulary or ontology and is popular in bibliographic, scientific or museum collections. Tagging is more common in social media to tag images and documents and of course the now ubiquitous hashtags tweets. Sense-making or discovery is the process of extracting knowledge from these annotated or tagged resources and could range from simple counting to data/text mining to graph pattern recognition.<br /> <br /> In the CLIP lab, we are interested in the following tasks:<br /> * Tagging and sense-making<br /> * Pattern discovery in annotated graph datasets from the biomedical domain.<br /> * Data mining with Linked Data.<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * [http://www.umiacs.umd.edu/labs/CLIP/RSEAGER2009/index2.html Pattern Discovery, Validation, and Hypothesis Development from the Annotated Biological Web ]<br /> <br /> |}</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Research&diff=314 2010-10-28T00:14:58Z

<p>Resnik: /* Machine Translation */</p> <hr /> <div>==Bayesian Modeling==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jbg Jordan Boyd-Graber] || <br /> |-<br /> | [http://www.umiacs.umd.edu/~jimmylin Jimmy Lin] || <br /> |-<br /> | [http://umiacs.umd.edu/~hal Hal Daum&amp;eacute; III] || automated models; multilingual models; nonparametric methods<br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman], [http://www.cs.umd.edu/~hardisty/ Eric Hardisty], [http://umiacs.umd.edu/~ynhu/ Yuening Hu], Ke Zhai<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> Bayesian modeling is a rigorous mathematical formalism that allows us to build systems that reflect our uncertainty about the world. Applied to language, they allow us to build models that reflect the &quot;latent&quot; aspects of communication such as topic, part of speech, syntax, or sentiment. Using posterior inference, we can use the models to discover the latent features that best explain observed language.<br /> <br /> In the CLIP lab, we are interested in <br /> * building tools that make it easier for people to work with Bayesian models<br /> * scaling inference for Bayesian models up to Web scale<br /> * understanding how humans interpret and understand the latent variables in Bayesian models<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * [http://www.umiacs.umd.edu/~hal/HBC/ Hierarchical Bayes Compiler]<br /> * [http://www.umiacs.umd.edu/~jbg/docs/nips2009-rtl.pdf Reading Tea Leaves: How Humans Interpret Topic Models]<br /> * [http://drum.lib.umd.edu/handle/1903/10058 Gibbs Sampling for the Uninitiated]<br /> |}<br /> <br /> ==Machine Translation==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] || interlingual and hybrid machine translation, MT evaluation<br /> |-<br /> | [http://umiacs.umd.edu/~mharper Mary Harper] || multilingual parsing, language modeling<br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || linguistically informed translation modeling, crowdsourcing and translation<br /> |-<br /> | [http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III] || domain adaptation for translation; translation with linguistic universals<br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | | [http://www.cs.umd.edu/~ Kristy Hollingshead]<br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.cs.umd.edu/~vlad/ Vladimir Eidelman]<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> The CLIP Laboratory's current work in &lt;b&gt;machine translation&lt;/b&gt; continues the lab's long tradition of research in this area. Like most of the field, we work within the framework of statistical MT, but with an emphasis on taking appropriate advantage of knowledge driven or linguistically informed model structures, features, and priors. Some current areas of research include syntactically informed language models, linguistically informed translation model features, the use of unsupervised methods in translation modeling, exploitation of large scale &quot;cloud computing&quot; methods, and human-machine collaborative translation via crowdsourcing.<br /> <br /> &lt;b&gt;Some Representative Publications:&lt;/b&gt;<br /> * Chris Dyer and Philip Resnik. [http://www.aclweb.org/anthology/N/N10/N10-1128.pdf Context-free reordering, finite-state translation]. In Proceedings of NAACL-HLT 2010, Los Angeles, CA, USA, 2010.<br /> * Hendra Setiawan, Chris Dyer, and Philip Resnik. [http://www.cs.cmu.edu/~cdyer/ Discriminative Word Alignment with a Function Word Reordering Model]. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), Cambridge, MA, USA, 2010.<br /> * Matt Snover, Nitin Madnani, Bonnie Dorr, and Richard Schwartz, [ftp://ftp.umiacs.umd.edu/pub/bonnie/10590_2009_9062_Author.pdf TER-Plus: Paraphrases, Semantic, and Alignment Enhancements to Translation Edit Rate], Machine Translation, 23:2-3, Springer Netherlands, pp. 117-127, 2009. <br /> <br /> &lt;b&gt;Some Project Pages&lt;/b&gt;<br /> * [http://www.cs.umd.edu/hcil/monotrans/ Monotrans: Translation Crowdsourcing without Bilinguals]<br /> <br /> ==Paraphrasing==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] || paraphrasing, summarization, language understanding<br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || linguistically informed NLP, paraphrasing <br /> <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; |<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> &lt;b&gt;Paraphrase&lt;/b&gt;, the ability to express the same meaning in multiple ways, is an active area of research within the NLP community and here in the CLIP Laboratory. Our work in paraphrase includes the use of paraphrase in MT evaluation and parameter estimation, lattice and forest translation, and collaborative translation, as well as research on lexical and phrasal semantic similarity measures, meaning preservation in machine translation and summarization, and large-scale document similarity computation via cloud computing methods. <br /> <br /> |}<br /> <br /> ==Text Summarization ==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] || evaluation<br /> |-<br /> | David Zajic || sentence compression, sentence selection<br /> |-<br /> | [http://www.umiacs.umd.edu/~hal Hal Daum&amp;eacute; III] || summarization of technical documents; sentence compression<br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | <br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> Text Summarization is the creation of a short document to serve as a surrogate for a longer document. The CLIP Laboratory's approach to summarization enhances the extractive method of selecting source document sentences for inclusion in a summary by using sentence compression to enlarge the pool of available sentences, and by combining fluent text with topic terms. Our sentence compression technology has encompassed both statistical and linguistic methodologies. We have developed an extrinsic evaluation measure for summarization, Relevance Prediction, which is grounded in a real-world task using summarized documents. The CLIP Laboratory, in collaboration with BBN, has been a regular participant in NIST's summarization evaluations (Document Understanding Conferences and Text Analysis Conferences), and has contributed summarization components to DARPA Translingual Information Detection, Extraction and Summarization (TIDES), Surprise Language Exercise (SLE), and Global Autonomous Language Exploitation (GALE) programs, and to the iOpener project.<br /> <br /> |}<br /> <br /> ==Parsing and Tagging==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jbg/ Mary Harper] || latent variable parsing, speech<br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman] [http://www.umiacs.umd.edu/~zhuang/ Zhongqiang Huang]<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> &lt;b&gt;Parsing&lt;/b&gt; involves<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * Huang and Harper, EMNLP 2009: [http://www.aclweb.org/anthology/D/D09/D09-1087.pdf Self-Training PCFG Grammars with Latent Annotations Across Languages]<br /> * Huang, Eidelman and Harper NAACL 2009: [http://www.umiacs.umd.edu/~vlad/papers/tagger-la-st_naacl09.pdf Improving A Simple Bigram HMM Part-of-Speech Tagger by Latent Annotation and Self-Training ]<br /> <br /> |}<br /> <br /> ==Computational Social Science==<br /> <br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jbg/ Jordan Boyd-Graber] || scientific literature analysis, persuasion<br /> |-<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] || sentiment analysis, scientific literature analysis<br /> |-<br /> | [http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin] || social media<br /> |-<br /> | [http://www.umiacs.umd.edu/~oard/ Douglas W. Oard] || topical relation detection<br /> |-<br /> | [http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid] || diffusion, prediction, event detection, recommendation<br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || sentiment, persuasion<br /> |-<br /> | [http://www.umiacs.umd.edu/~weinberg Amy Weinberg] || sentiment, persuasion<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.cs.umd.edu/~hardisty/ Eric Hardisty] [http://www.umiacs.umd.edu/~asayeed/ Asad Sayed] [http://www.cs.umd.edu/~sayyadi Hassan Sayyadi] [http://www.cs.umd.edu/~wsc Shanchan Wu]<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> &lt;b&gt;Computational social science&lt;/b&gt; involves the use of computational methods and models to leverage [http://www.sciencemag.org/cgi/content/summary/323/5915/721 &quot;the capacity to collect and analyze data at a scale that may reveal patterns of individual and group behaviors&quot;]. Research in the CLIP Laboratory is at the forefront of this emerging area, and includes sentiment analysis (computational modeling and prediction of opinions, perspective, and other private states), automatic analysis and visualization of the scientific literature, modeling the diffusion of technological innovations, modeling and prediction of social goals and actions such as persuasion, monitoring and prediction (tracking events, predicting new links or articles) and recommendation (personalized recommendations, learning to rank).<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * Greene and Resnik, NAACL 2009: [http://umiacs.umd.edu/~resnik/pubs/greene_resnik_naacl2009.pdf More Than Words: Syntactic Packaging and Implicit Sentiment]<br /> * Boyd-Graber and Resnik, EMNLP 2010: [http://www.umiacs.umd.edu/~jbg/docs/jbg-mlslda-2010.pdf Holistic Sentiment Analysis Across Languages: Multilingual Supervised Latent Dirichlet Allocation]<br /> <br /> |}<br /> <br /> ==Information Retrieval ==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin] || <br /> |-<br /> | [http://terpconnect.umd.edu/~oard/ Douglas W. Oard] || <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~ewagner/ Earl Wagner] || <br /> |}<br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | Lidan Wang, [http://terpconnect.umd.edu/~tanx/ Tan Xu] <br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> The goal of information retrieval is to help people find what they are looking for. Information retrieval research in the CLIP lab focuses principally on retrieval based on the language contained in text, in speech, and in document images. We work across a broad range of content types, from tweets to tomes, from talking to texting, and from Cebuano to Chinese. Three perspectives inform our work: <br /> * we integrate a broad range of computational linguistics techniques,<br /> * we focus on scalable techniques that can accommodate very large collections<br /> * we sometimes draw the boundaries of our “systems” very broadly to include both the automated tools that we create and the process by which users can best employ those tools. <br /> <br /> One example that illustrates these perspectives is our work with “cross-language information retrieval,” in which close coupling of machine translation and information retrieval techniques make it possible for people to find and use information written in languages that they can neither read nor write. Another example is our work on the design and evaluation of “question answering” systems that can automatically find and present answers to complex questions, which serves as a bridge between our work on information retrieval and summarization.<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * Douglas W. Oard, &quot;[http://terpconnect.umd.edu/~oard/pdf/elis09.pdf Multilingual Information Access],&quot; in Encyclopedia of Library and Information Sciences, 3rd Ed., 2009.<br /> <br /> <br /> |}<br /> <br /> ==Disambiguation==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jbg Jordan Boyd-Graber] || <br /> |-<br /> | [http://www.umiacs.umd.edu/~jklavans Judith Klavans] || <br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | Raul David Guerra<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> &lt;b&gt;Disambiguation &lt;/b&gt; is the process of determining the meaning or senses of a word in its context; disambiguation remains one of the most challenging NLP problems since discovering word senses involves syntactic, semantic and pragmatic contextual inferencing, along with a rich knowledge base to base selection upon. For example, the word &quot;wing&quot; in the theater differs from airplanes, yet another sense for furniture (&quot;wing chair&quot;) applies to some usages. Often disambiguation can be based on windows of two and three words, but usually involves larger computation. Techniques for disambiguation range from the use of large scale thesaural resources (such as WordNet) to purely statistical methods.<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * [http://www.umiacs.umd.edu/research/t3/index.shtml T3: Text, Tags, Trust]<br /> * [http://www.umiacs.umd.edu/~jbg/docs/jbg-EMNLP07.pdf A Topic Model for Word Sense Disambiguation]<br /> * Philip Resnik and David Yarowsky, &quot;[http://www.cs.jhu.edu/~yarowsky/pubs/nle00.ps Distinguishing Systems and Distinguishing Senses: New Evaluation Methods for Word Sense Disambiguation]&quot;, Natural Language Engineering 5(2), pp. 113-133.<br /> <br /> |}<br /> <br /> ==Annotation and Sense-making==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> <br /> | [http://www.umiacs.umd.edu/~jklavan Judith Klavans] || <br /> |-<br /> | [http://www.umiacs.umd.edu/~louiqa Louiqa Raschid] || <br /> |-<br /> <br /> <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.cs.umd.edu/~sayyadi Hassan Sayyadi] [http://www.cs.umd.edu/~wsc Shanchan Wu]<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> Annotation and tagging are ways to enhance knowledge in structured or semi-structured resources. Annotation typically references terms from a controlled vocabulary or ontology and is popular in bibliographic, scientific or museum collections. Tagging is more common in social media to tag images and documents and of course the now ubiquitous hashtags tweets. Sense-making or discovery is the process of extracting knowledge from these annotated or tagged resources and could range from simple counting to data/text mining to graph pattern recognition.<br /> <br /> In the CLIP lab, we are interested in the following tasks:<br /> * Tagging and sense-making<br /> * Pattern discovery in annotated graph datasets from the biomedical domain.<br /> * Data mining with Linked Data.<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * [http://www.umiacs.umd.edu/labs/CLIP/RSEAGER2009/index2.html Pattern Discovery, Validation, and Hypothesis Development from the Annotated Biological Web ]<br /> <br /> |}</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=Research&diff=313 2010-10-28T00:04:35Z

<p>Resnik: /* Bayesian Modeling */</p> <hr /> <div>==Bayesian Modeling==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jbg Jordan Boyd-Graber] || <br /> |-<br /> | [http://www.umiacs.umd.edu/~jimmylin Jimmy Lin] || <br /> |-<br /> | [http://umiacs.umd.edu/~hal Hal Daum&amp;eacute; III] || automated models; multilingual models; nonparametric methods<br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman], [http://www.cs.umd.edu/~hardisty/ Eric Hardisty], [http://umiacs.umd.edu/~ynhu/ Yuening Hu], Ke Zhai<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> Bayesian modeling is a rigorous mathematical formalism that allows us to build systems that reflect our uncertainty about the world. Applied to language, they allow us to build models that reflect the &quot;latent&quot; aspects of communication such as topic, part of speech, syntax, or sentiment. Using posterior inference, we can use the models to discover the latent features that best explain observed language.<br /> <br /> In the CLIP lab, we are interested in <br /> * building tools that make it easier for people to work with Bayesian models<br /> * scaling inference for Bayesian models up to Web scale<br /> * understanding how humans interpret and understand the latent variables in Bayesian models<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * [http://www.umiacs.umd.edu/~hal/HBC/ Hierarchical Bayes Compiler]<br /> * [http://www.umiacs.umd.edu/~jbg/docs/nips2009-rtl.pdf Reading Tea Leaves: How Humans Interpret Topic Models]<br /> * [http://drum.lib.umd.edu/handle/1903/10058 Gibbs Sampling for the Uninitiated]<br /> |}<br /> <br /> ==Machine Translation==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] || interlingual and hybrid machine translation, MT evaluation<br /> |-<br /> | [http://umiacs.umd.edu/~mharper Mary Harper] || multilingual parsing, language modeling<br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || linguistically informed translation modeling, crowdsourcing and translation<br /> |-<br /> | [http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III] || domain adaptation for translation; translation with linguistic universals<br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | | [http://www.cs.umd.edu/~ Kristy Hollingshead]<br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.cs.umd.edu/~vlad/ Vladimir Eidelman]<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> The CLIP Laboratory's work in &lt;b&gt;machine translation&lt;/b&gt; continues the lab's long tradition of research in translation. Like most of the field, we work within the framework of statistical MT, but with an emphasis on taking appropriate advantage of knowledge driven or linguistically informed model structures, features, and priors. Some current areas of research include syntactically informed language models, linguistically informed translation model features, the use of unsupervised methods in translation modeling, exploitation of large scale &quot;cloud computing&quot; methods, and human-machine collaborative translation via crowdsourcing.<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * Greene and Resnik, NAACL 2009: [http://umiacs.umd.edu/~resnik/pubs/greene_resnik_naacl2009.pdf More Than Words: Syntactic Packaging and Implicit Sentiment]<br /> |}<br /> <br /> ==Paraphrasing==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] || paraphrasing, summarization, language understanding<br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || linguistically informed NLP, paraphrasing <br /> <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; |<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> &lt;b&gt;Paraphrase&lt;/b&gt;, the ability to express the same meaning in multiple ways, is an active area of research within the NLP community and here in the CLIP Laboratory. Our work in paraphrase includes the use of paraphrase in MT evaluation and parameter estimation, lattice and forest translation, and collaborative translation, as well as research on lexical and phrasal semantic similarity measures, meaning preservation in machine translation and summarization, and large-scale document similarity computation via cloud computing methods. <br /> <br /> |}<br /> <br /> ==Text Summarization ==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] || evaluation<br /> |-<br /> | David Zajic || sentence compression, sentence selection<br /> |-<br /> | [http://www.umiacs.umd.edu/~hal Hal Daum&amp;eacute; III] || summarization of technical documents; sentence compression<br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | <br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> Text Summarization is the creation of a short document to serve as a surrogate for a longer document. The CLIP Laboratory's approach to summarization enhances the extractive method of selecting source document sentences for inclusion in a summary by using sentence compression to enlarge the pool of available sentences, and by combining fluent text with topic terms. Our sentence compression technology has encompassed both statistical and linguistic methodologies. We have developed an extrinsic evaluation measure for summarization, Relevance Prediction, which is grounded in a real-world task using summarized documents. The CLIP Laboratory, in collaboration with BBN, has been a regular participant in NIST's summarization evaluations (Document Understanding Conferences and Text Analysis Conferences), and has contributed summarization components to DARPA Translingual Information Detection, Extraction and Summarization (TIDES), Surprise Language Exercise (SLE), and Global Autonomous Language Exploitation (GALE) programs, and to the iOpener project.<br /> <br /> |}<br /> <br /> ==Parsing and Tagging==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jbg/ Mary Harper] || latent variable parsing, speech<br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman] [http://www.umiacs.umd.edu/~zhuang/ Zhongqiang Huang]<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> &lt;b&gt;Parsing&lt;/b&gt; involves<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * Huang and Harper, EMNLP 2009: [http://www.aclweb.org/anthology/D/D09/D09-1087.pdf Self-Training PCFG Grammars with Latent Annotations Across Languages]<br /> * Huang, Eidelman and Harper NAACL 2009: [http://www.umiacs.umd.edu/~vlad/papers/tagger-la-st_naacl09.pdf Improving A Simple Bigram HMM Part-of-Speech Tagger by Latent Annotation and Self-Training ]<br /> <br /> |}<br /> <br /> ==Computational Social Science==<br /> <br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jbg/ Jordan Boyd-Graber] || scientific literature analysis, persuasion<br /> |-<br /> | [http://www.umiacs.umd.edu/~bonnie Bonnie Dorr] || sentiment analysis, scientific literature analysis<br /> |-<br /> | [http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin] || social media<br /> |-<br /> | [http://www.umiacs.umd.edu/~oard/ Douglas W. Oard] || topical relation detection<br /> |-<br /> | [http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid] || diffusion, prediction, event detection, recommendation<br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || sentiment, persuasion<br /> |-<br /> | [http://www.umiacs.umd.edu/~weinberg Amy Weinberg] || sentiment, persuasion<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.cs.umd.edu/~hardisty/ Eric Hardisty] [http://www.umiacs.umd.edu/~asayeed/ Asad Sayed] [http://www.cs.umd.edu/~sayyadi Hassan Sayyadi] [http://www.cs.umd.edu/~wsc Shanchan Wu]<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> &lt;b&gt;Computational social science&lt;/b&gt; involves the use of computational methods and models to leverage [http://www.sciencemag.org/cgi/content/summary/323/5915/721 &quot;the capacity to collect and analyze data at a scale that may reveal patterns of individual and group behaviors&quot;]. Research in the CLIP Laboratory is at the forefront of this emerging area, and includes sentiment analysis (computational modeling and prediction of opinions, perspective, and other private states), automatic analysis and visualization of the scientific literature, modeling the diffusion of technological innovations, modeling and prediction of social goals and actions such as persuasion, monitoring and prediction (tracking events, predicting new links or articles) and recommendation (personalized recommendations, learning to rank).<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * Greene and Resnik, NAACL 2009: [http://umiacs.umd.edu/~resnik/pubs/greene_resnik_naacl2009.pdf More Than Words: Syntactic Packaging and Implicit Sentiment]<br /> * Boyd-Graber and Resnik, EMNLP 2010: [http://www.umiacs.umd.edu/~jbg/docs/jbg-mlslda-2010.pdf Holistic Sentiment Analysis Across Languages: Multilingual Supervised Latent Dirichlet Allocation]<br /> <br /> |}<br /> <br /> ==Information Retrieval ==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin] || <br /> |-<br /> | [http://terpconnect.umd.edu/~oard/ Douglas W. Oard] || <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~ewagner/ Earl Wagner] || <br /> |}<br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | Lidan Wang, [http://terpconnect.umd.edu/~tanx/ Tan Xu] <br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> The goal of information retrieval is to help people find what they are looking for. Information retrieval research in the CLIP lab focuses principally on retrieval based on the language contained in text, in speech, and in document images. We work across a broad range of content types, from tweets to tomes, from talking to texting, and from Cebuano to Chinese. Three perspectives inform our work: <br /> * we integrate a broad range of computational linguistics techniques,<br /> * we focus on scalable techniques that can accommodate very large collections<br /> * we sometimes draw the boundaries of our “systems” very broadly to include both the automated tools that we create and the process by which users can best employ those tools. <br /> <br /> One example that illustrates these perspectives is our work with “cross-language information retrieval,” in which close coupling of machine translation and information retrieval techniques make it possible for people to find and use information written in languages that they can neither read nor write. Another example is our work on the design and evaluation of “question answering” systems that can automatically find and present answers to complex questions, which serves as a bridge between our work on information retrieval and summarization.<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * Douglas W. Oard, &quot;[http://terpconnect.umd.edu/~oard/pdf/elis09.pdf Multilingual Information Access],&quot; in Encyclopedia of Library and Information Sciences, 3rd Ed., 2009.<br /> <br /> <br /> |}<br /> <br /> ==Disambiguation==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> | [http://www.umiacs.umd.edu/~jbg Jordan Boyd-Graber] || <br /> |-<br /> | [http://www.umiacs.umd.edu/~jklavans Judith Klavans] || <br /> |-<br /> | [http://www.umiacs.umd.edu/~resnik/ Philip Resnik] || <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | Raul David Guerra<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> &lt;b&gt;Disambiguation &lt;/b&gt; is the process of determining the meaning or senses of a word in its context; disambiguation remains one of the most challenging NLP problems since discovering word senses involves syntactic, semantic and pragmatic contextual inferencing, along with a rich knowledge base to base selection upon. For example, the word &quot;wing&quot; in the theater differs from airplanes, yet another sense for furniture (&quot;wing chair&quot;) applies to some usages. Often disambiguation can be based on windows of two and three words, but usually involves larger computation. Techniques for disambiguation range from the use of large scale thesaural resources (such as WordNet) to purely statistical methods.<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * [http://www.umiacs.umd.edu/research/t3/index.shtml T3: Text, Tags, Trust]<br /> * [http://www.umiacs.umd.edu/~jbg/docs/jbg-EMNLP07.pdf A Topic Model for Word Sense Disambiguation]<br /> * Philip Resnik and David Yarowsky, &quot;[http://www.cs.jhu.edu/~yarowsky/pubs/nle00.ps Distinguishing Systems and Distinguishing Senses: New Evaluation Methods for Word Sense Disambiguation]&quot;, Natural Language Engineering 5(2), pp. 113-133.<br /> <br /> |}<br /> <br /> ==Annotation and Sense-making==<br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; cellspacing=&quot;0&quot; align=&quot;center&quot;<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Faculty&lt;/b&gt;<br /> | <br /> {| border=&quot;0&quot;<br /> <br /> | [http://www.umiacs.umd.edu/~jklavan Judith Klavans] || <br /> |-<br /> | [http://www.umiacs.umd.edu/~louiqa Louiqa Raschid] || <br /> |-<br /> <br /> <br /> |-<br /> |}<br /> |-<br /> | style=&quot;border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Postdocs &lt;/b&gt;<br /> | <br /> |-<br /> | style=&quot;border-bottom: 3px solid grey; border-right: 1px solid grey; background:#ffefef&quot; valign=&quot;top&quot; | &lt;b&gt;Graduate Students &lt;/b&gt;<br /> | style=&quot;border-bottom: 3px solid grey;&quot; | [http://www.cs.umd.edu/~sayyadi Hassan Sayyadi] [http://www.cs.umd.edu/~wsc Shanchan Wu]<br /> |-<br /> | colspan=&quot;3&quot; align=&quot;left&quot; |<br /> <br /> Annotation and tagging are ways to enhance knowledge in structured or semi-structured resources. Annotation typically references terms from a controlled vocabulary or ontology and is popular in bibliographic, scientific or museum collections. Tagging is more common in social media to tag images and documents and of course the now ubiquitous hashtags tweets. Sense-making or discovery is the process of extracting knowledge from these annotated or tagged resources and could range from simple counting to data/text mining to graph pattern recognition.<br /> <br /> In the CLIP lab, we are interested in the following tasks:<br /> * Tagging and sense-making<br /> * Pattern discovery in annotated graph datasets from the biomedical domain.<br /> * Data mining with Linked Data.<br /> <br /> &lt;b&gt;Representative Publications and Project Pages:&lt;/b&gt;<br /> * [http://www.umiacs.umd.edu/labs/CLIP/RSEAGER2009/index2.html Pattern Discovery, Validation, and Hypothesis Development from the Annotated Biological Web ]<br /> <br /> |}</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=People&diff=312 2010-10-28T00:00:34Z

<p>Resnik: /* CLIP Alumni */</p> <hr /> <div>== Faculty ==<br /> * '''[http://www.umiacs.umd.edu/~jbg/ Jordan Boyd-Graber]''': Assistant Professor, the iSchool<br /> <br /> * '''[http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III]''': Assistant Professor, Computer Science, Linguistics and Institute for Advanced Computer Studies<br /> <br /> * '''[http://lampsrv02.umiacs.umd.edu/projdb/person.php?id=2 David Doermann]''': Senior Research Scientist<br /> <br /> * '''[http://www.umiacs.umd.edu/~bonnie/ Bonnie J. Dorr]''': Professor of Computer Science and UMIACS, Associate Dean of College of Computer, Mathematical and Physical Sciences and College of Chemical and Life Sciences<br /> <br /> * '''[http://terpconnect.umd.edu/~mharper/ Mary Harper]''': Affiliate Research Professor, Computer Science, Electrical and Computer Engineering, and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~jklavans/ Judith Klavans]''': Visiting Senior Research Scientist<br /> <br /> * '''[http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin]''': Associate Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.glue.umd.edu/~oard/ Douglas W. Oard]''': Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid]''': Professor, Smith School of Business and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~resnik/ Philip Resnik]''': Professor, Department of Linguistics and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~weinberg/ Amy Weinberg]''': Associate Professor, Department of Linguistics and Institute for Advanced Computer Studies<br /> <br /> ==Researchers and Post-Docs==<br /> <br /> * '''[http://www.cs.umd.edu/~telsayed/ Tamer Elsayed]'''<br /> * '''[http://www.umiacs.umd.edu/~hollingk/ Kristy Hollingshead]'''<br /> * '''[http://www.cs.umd.edu/~skok/ Stanley Kok]'''<br /> * '''[http://www.umiacs.umd.edu/~thor/ Andreas Thor]''' <br /> * Rebecca LaPlante<br /> <br /> ==Graduate Students==<br /> <br /> * '''[http://www.cs.utah.edu/~arvind/ Arvind Agarwal]''': Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman]''': Ph.D. student, Department of Computer Science<br /> <br /> * Irene Eleta: Ph.D. student, iSchool<br /> <br /> * Beth Emmerling: Ph.D. student, iSchool<br /> <br /> * Denis Filimonov<br /> <br /> * Sergei Golitsinski, Department of Journalism<br /> <br /> * '''[http://www.cs.utah.edu/~amitg/ Amit Goyal]''': Ph.D. student, Department of Computer Science<br /> <br /> * Raul David Guerra: Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~hardisty/ Eric Hardisty]''': Ph.D. student, Department of Computer Science<br /> <br /> * Yuening Hu: Ph.D. student, Department of Computer Science<br /> <br /> * Zhongqiang Huang<br /> <br /> * Jes Koepfler: Ph.D. student, iSchool<br /> <br /> * '''[http://www.ling.umd.edu/~yakov Yakov Kronrod]''': Ph.D. student, Department of Linguistics<br /> <br /> * '''[http://www.umiacs.umd.edu/~abhishek/ Abhishek Kumar]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.utah.edu/~jags/ Jagadeesh Jagarlamudi]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''Jiarong Jiang''': Ph.D. student, Department of Computer Science<br /> <br /> * Craig Murray<br /> <br /> * Brianna Satinoff: Master's student, Department of Computer Science<br /> <br /> * Asad Sayeed: Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~sayyadi/ Hassan Sayyadi]''': Ph.D. student, Department of Computer Science<br /> <br /> * Michael Subotin: Master's student, Department of Linguistics<br /> <br /> *'''[http://www.cs.umd.edu/~fture/ Ferhan Ture]''': Ph.D. student, Department of Computer Science<br /> <br /> * Lidan Wang<br /> <br /> * Ke Wu, Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~wsc/ Shanchan Wu]''': Ph.D. student, Department of Computer Science<br /> <br /> * Tan Xu, Ph.D. student, iSchool<br /> <br /> * Ke Zhai: Ph.D. student, Department of Computer Science<br /> <br /> ==Undergraduate Students==<br /> <br /> Olivia Buzek<br /> <br /> == CLIP Alumni ==<br /> <br /> ''Note: information about where people went after UMD may or may not be up to date.''<br /> <br /> ===Researchers and postdocs===<br /> <br /> '''[http://www.umiacs.umd.edu/~jbg/static/home.html Jordan Boyd-Graber]''', Assistant Professor, University of Maryland<br /> <br /> Mari Broman-Olsen, Microsoft<br /> <br /> David Chiang, University of Southern California/Information Sciences Institute<br /> <br /> '''[http://www.cs.pitt.edu/~hwa/ Rebecca Hwa]''', Associate Professor, University of Pittsburgh<br /> <br /> Gina Levow, Assistant Professor, University of Chicago<br /> <br /> Saif Mohammad<br /> <br /> '''[http://comminfo.rutgers.edu/directory/smuresan/index.html Smaranda Muresan]''', Assistant Professor, Rutgers University<br /> <br /> '''[http://www.umiacs.umd.edu/~hendra/ Hendra Setiawan]''', Researcher, IBM TJ Watson Research Center<br /> <br /> Carolyn Sheffield<br /> <br /> '''[http://www.ldc.usb.ve/~mvidal/ Maria Esther Vidal]''', Professor, Universidad Simon Bolivar<br /> <br /> '''[http://www.sis.pitt.edu/~vladimir/ Vladimir Zadorozhny]''', Associate Professor, University of Pittsburgh<br /> <br /> '''[http://ufal.mff.cuni.cz/~zeman/en/ Daniel Zeman]''', Researcher, Charles University (Prague)<br /> <br /> ===Ph.D. Students===<br /> <br /> <br /> <br /> Necip Fazil Ayan (SRI)<br /> <br /> Laura Bright <br /> <br /> '''[http://www.cs.ntou.edu.tw/CSWebPage/eng/teachers.php Ya-Hui Chang]''': Associate Professor, National Taiwan Ocean University, Keelung, Taiwan<br /> <br /> Waiyian Chong (Yuan)<br /> <br /> Dina Demner-Fushman (National Library of Medicine)<br /> <br /> Mona Diab (Columbia University) <br /> <br /> '''[http://www.cs.cmu.edu/~cdyer/ Chris Dyer]''' (Carnegie Mellon University)<br /> <br /> Rebecca Green (Library of Congress)<br /> <br /> Stephan Greene (ATG)<br /> <br /> Nizar Habash (Columbia University)<br /> <br /> Darsana P. Josyula<br /> <br /> Maria Katsova (Microsoft Research) <br /> <br /> Ed Kenschaft<br /> <br /> Okan Kolak (Google)<br /> <br /> Grecia Lapizco<br /> <br /> '''[http://www.ncbi.nlm.nih.gov/CBBresearch/Fellows/AdamLee/ Adam (Woei-Jyh) Lee]''': Postdoc Fellow, National Institutes of Health<br /> <br /> '''[http://homepages.inf.ed.ac.uk/alopez/ Adam Lopez]''' (Edinburgh)<br /> <br /> Jun Luo <br /> <br /> Nitin Madnani (ETS)<br /> <br /> '''[http://www1.ccls.columbia.edu/~ymarton/ Yuval Marton]''' (Columbia University)<br /> <br /> Joseph Naft<br /> <br /> Scott Olsson<br /> <br /> Lisa Pearl (UC Irvine)<br /> <br /> Stacy President Hobson (IBM Research)<br /> <br /> Alejandro Rodriguez<br /> <br /> Grazia Russo-Lassner<br /> <br /> Wade Shen (MIT Lincoln Labs) <br /> <br /> Matthew Snover (CUNY)<br /> <br /> Calandra Tate (West Point)<br /> <br /> Scott Thomas (Navy Research Labs) <br /> <br /> Clare Voss (Army Research Labs) <br /> <br /> Nate Waisbrot <br /> <br /> Jianqiang Wang (State University of New York at Buffalo)<br /> <br /> Yao Wu (Microsoft)<br /> <br /> David Zajic (Univeristy of Maryland - CASL)<br /> <br /> ===MS Students===<br /> <br /> David Alexander (BBN)<br /> <br /> Aitziber Atutxa (Univ of the Basque Country)<br /> <br /> Clara Cabezas <br /> <br /> Jacob Devlin (BBN)<br /> <br /> Aga Skotowski (BBN)<br /> <br /> ===Undergraduate Students===<br /> <br /> Aaron Elkiss (PhD student, University of Michigan)<br /> <br /> Ayelet Goldin<br /> <br /> Gregory Marton (PhD student, MIT --&gt; Google)<br /> <br /> Jesse Metcalf-Burton (PhD from University of Michigan)<br /> <br /> Michael Wasser<br /> <br /> Eric Nichols (MS student, Nara Institute of Science and Technology, Japan)<br /> <br /> Andrew Fister <br /> <br /> Noah Smith (PhD from JHU --&gt; assistant professor, CMU)<br /> <br /> Jessica Stevens (BBN)<br /> <br /> Lisa Pearl (PhD from UMD --&gt; assistant professor, UC Irvine)</div>

Resnik https://wiki.umiacs.umd.edu/clip/index.php?title=People&diff=311 2010-10-27T23:59:11Z

<p>Resnik: /* Ph.D. Students */</p> <hr /> <div>== Faculty ==<br /> * '''[http://www.umiacs.umd.edu/~jbg/ Jordan Boyd-Graber]''': Assistant Professor, the iSchool<br /> <br /> * '''[http://www.umiacs.umd.edu/~hal/ Hal Daum&amp;eacute; III]''': Assistant Professor, Computer Science, Linguistics and Institute for Advanced Computer Studies<br /> <br /> * '''[http://lampsrv02.umiacs.umd.edu/projdb/person.php?id=2 David Doermann]''': Senior Research Scientist<br /> <br /> * '''[http://www.umiacs.umd.edu/~bonnie/ Bonnie J. Dorr]''': Professor of Computer Science and UMIACS, Associate Dean of College of Computer, Mathematical and Physical Sciences and College of Chemical and Life Sciences<br /> <br /> * '''[http://terpconnect.umd.edu/~mharper/ Mary Harper]''': Affiliate Research Professor, Computer Science, Electrical and Computer Engineering, and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~jklavans/ Judith Klavans]''': Visiting Senior Research Scientist<br /> <br /> * '''[http://www.umiacs.umd.edu/~jimmylin/ Jimmy Lin]''': Associate Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.glue.umd.edu/~oard/ Douglas W. Oard]''': Professor, the iSchool and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~louiqa/ Louiqa Raschid]''': Professor, Smith School of Business and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~resnik/ Philip Resnik]''': Professor, Department of Linguistics and Institute for Advanced Computer Studies<br /> <br /> * '''[http://www.umiacs.umd.edu/~weinberg/ Amy Weinberg]''': Associate Professor, Department of Linguistics and Institute for Advanced Computer Studies<br /> <br /> ==Researchers and Post-Docs==<br /> <br /> * '''[http://www.cs.umd.edu/~telsayed/ Tamer Elsayed]'''<br /> * '''[http://www.umiacs.umd.edu/~hollingk/ Kristy Hollingshead]'''<br /> * '''[http://www.cs.umd.edu/~skok/ Stanley Kok]'''<br /> * '''[http://www.umiacs.umd.edu/~thor/ Andreas Thor]''' <br /> * Rebecca LaPlante<br /> <br /> ==Graduate Students==<br /> <br /> * '''[http://www.cs.utah.edu/~arvind/ Arvind Agarwal]''': Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.umiacs.umd.edu/~vlad/ Vladimir Eidelman]''': Ph.D. student, Department of Computer Science<br /> <br /> * Irene Eleta: Ph.D. student, iSchool<br /> <br /> * Beth Emmerling: Ph.D. student, iSchool<br /> <br /> * Denis Filimonov<br /> <br /> * Sergei Golitsinski, Department of Journalism<br /> <br /> * '''[http://www.cs.utah.edu/~amitg/ Amit Goyal]''': Ph.D. student, Department of Computer Science<br /> <br /> * Raul David Guerra: Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~hardisty/ Eric Hardisty]''': Ph.D. student, Department of Computer Science<br /> <br /> * Yuening Hu: Ph.D. student, Department of Computer Science<br /> <br /> * Zhongqiang Huang<br /> <br /> * Jes Koepfler: Ph.D. student, iSchool<br /> <br /> * '''[http://www.ling.umd.edu/~yakov Yakov Kronrod]''': Ph.D. student, Department of Linguistics<br /> <br /> * '''[http://www.umiacs.umd.edu/~abhishek/ Abhishek Kumar]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.utah.edu/~jags/ Jagadeesh Jagarlamudi]''': Ph.D. student, Department of Computer Science<br /> <br /> * '''Jiarong Jiang''': Ph.D. student, Department of Computer Science<br /> <br /> * Craig Murray<br /> <br /> * Brianna Satinoff: Master's student, Department of Computer Science<br /> <br /> * Asad Sayeed: Ph.D. student, Department of Computer Science<br /> <br /> * '''[http://www.cs.umd.edu/~sayyadi/ Hassan Sayyadi]''': Ph.D. student, Department of Computer Science<br /> <br /> * Michael Subotin: Master's student, Department of Linguistics<br /> <br /> *'''[http://www.cs.umd.edu/~fture/ Ferhan Ture]''': Ph.D. student, Department of Computer Science<br /> <br /> * Lidan Wang<br /> <br /> * Ke Wu, Ph.D. student, Department of Computer Science<br /> <br /> *'''[http://www.cs.umd.edu/~wsc/ Shanchan Wu]''': Ph.D. student, Department of Computer Science<br /> <br /> * Tan Xu, Ph.D. student, iSchool<br /> <br /> * Ke Zhai: Ph.D. student, Department of Computer Science<br /> <br /> ==Undergraduate Students==<br /> <br /> Olivia Buzek<br /> <br /> == CLIP Alumni ==<br /> ===Researchers and postdocs===<br /> <br /> '''[http://www.umiacs.umd.edu/~jbg/static/home.html Jordan Boyd-Graber]''', Assistant Professor, University of Maryland<br /> <br /> Mari Broman-Olsen, Microsoft<br /> <br /> David Chiang, University of Southern California/Information Sciences Institute<br /> <br /> '''[http://www.cs.pitt.edu/~hwa/ Rebecca Hwa]''', Associate Professor, University of Pittsburgh<br /> <br /> Gina Levow, Assistant Professor, University of Chicago<br /> <br /> Saif Mohammad<br /> <br /> '''[http://comminfo.rutgers.edu/directory/smuresan/index.html Smaranda Muresan]''', Assistant Professor, Rutgers University<br /> <br /> '''[http://www.umiacs.umd.edu/~hendra/ Hendra Setiawan]''', Researcher, IBM TJ Watson Research Center<br /> <br /> Carolyn Sheffield<br /> <br /> '''[http://www.ldc.usb.ve/~mvidal/ Maria Esther Vidal]''', Professor, Universidad Simon Bolivar<br /> <br /> '''[http://www.sis.pitt.edu/~vladimir/ Vladimir Zadorozhny]''', Associate Professor, University of Pittsburgh<br /> <br /> '''[http://ufal.mff.cuni.cz/~zeman/en/ Daniel Zeman]''', Researcher, Charles University (Prague)<br /> <br /> ===Ph.D. Students===<br /> <br /> <br /> <br /> Necip Fazil Ayan (SRI)<br /> <br /> Laura Bright <br /> <br /> '''[http://www.cs.ntou.edu.tw/CSWebPage/eng/teachers.php Ya-Hui Chang]''': Associate Professor, National Taiwan Ocean University, Keelung, Taiwan<br /> <br /> Waiyian Chong (Yuan)<br /> <br /> Dina Demner-Fushman (National Library of Medicine)<br /> <br /> Mona Diab (Columbia University) <br /> <br /> '''[http://www.cs.cmu.edu/~cdyer/ Chris Dyer]''' (Carnegie Mellon University)<br /> <br /> Rebecca Green (Library of Congress)<br /> <br /> Stephan Greene (ATG)<br /> <br /> Nizar Habash (Columbia University)<br /> <br /> Darsana P. Josyula<br /> <br /> Maria Katsova (Microsoft Research) <br /> <br /> Ed Kenschaft<br /> <br /> Okan Kolak (Google)<br /> <br /> Grecia Lapizco<br /> <br /> '''[http://www.ncbi.nlm.nih.gov/CBBresearch/Fellows/AdamLee/ Adam (Woei-Jyh) Lee]''': Postdoc Fellow, National Institutes of Health<br /> <br /> '''[http://homepages.inf.ed.ac.uk/alopez/ Adam Lopez]''' (Edinburgh)<br /> <br /> Jun Luo <br /> <br /> Nitin Madnani (ETS)<br /> <br /> '''[http://www1.ccls.columbia.edu/~ymarton/ Yuval Marton]''' (Columbia University)<br /> <br /> Joseph Naft<br /> <br /> Scott Olsson<br /> <br /> Lisa Pearl (UC Irvine)<br /> <br /> Stacy President Hobson (IBM Research)<br /> <br /> Alejandro Rodriguez<br /> <br /> Grazia Russo-Lassner<br /> <br /> Wade Shen (MIT Lincoln Labs) <br /> <br /> Matthew Snover (CUNY)<br /> <br /> Calandra Tate (West Point)<br /> <br /> Scott Thomas (Navy Research Labs) <br /> <br /> Clare Voss (Army Research Labs) <br /> <br /> Nate Waisbrot <br /> <br /> Jianqiang Wang (State University of New York at Buffalo)<br /> <br /> Yao Wu (Microsoft)<br /> <br /> David Zajic (Univeristy of Maryland - CASL)<br /> <br /> ===MS Students===<br /> <br /> David Alexander (BBN)<br /> <br /> Aitziber Atutxa (Univ of the Basque Country)<br /> <br /> Clara Cabezas <br /> <br /> Jacob Devlin (BBN)<br /> <br /> Aga Skotowski (BBN)<br /> <br /> ===Undergraduate Students===<br /> <br /> Aaron Elkiss (PhD student, University of Michigan)<br /> <br /> Ayelet Goldin<br /> <br /> Gregory Marton (PhD student, MIT --&gt; Google)<br /> <br /> Jesse Metcalf-Burton (PhD from University of Michigan)<br /> <br /> Michael Wasser<br /> <br /> Eric Nichols (MS student, Nara Institute of Science and Technology, Japan)<br /> <br /> Andrew Fister <br /> <br /> Noah Smith (PhD from JHU --&gt; assistant professor, CMU)<br /> <br /> Jessica Stevens (BBN)<br /> <br /> Lisa Pearl (PhD from UMD --&gt; assistant professor, UC Irvine)</div>

Resnik