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Computational Linguistics and Information Processing

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=== Fall 2010 ===
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== Computational Linguistics I (Daume) ==  
== Spring 2022 ==
Fundamental methods in natural
* [http://users.umiacs.umd.edu/~jbg/teaching/CMSC_848/ How and Why Artificial Intelligence Answers Questions] (Boyd-Graber)
language processing. Topics include: finite-state methods, context-free and extended context-free models
of syntax; parsing and semantic interpretation; n-gram and Hidden Markov models, part-of-speech
tagging; natural language applications such as machine translation, automatic summarization, and
question answering.


== Seminar in Computational Linguistics (Resnik) ==
== Fall 2021 ==
This advanced seminar will focus on computational modeling of language, including cognitive/linguistic
* [http://users.umiacs.umd.edu/~jbg/teaching/CMSC_470/ Natural Language Processing] (Boyd-Graber)
aspects as well as practical language technology. Bayesian and information theoretic approaches will
figure prominently. The seminar will combine reviewing fundamental material, taking a reading-group
approach to key advanced papers, and (hopefully) bringing in guest speakers. Cross-disciplinary
participation is strongly encouraged.


== Machine Learning (Getoor) ==
== Spring 2021 ==
Reviews and analyzes both traditional
* [https://sites.google.com/umd.edu/2021cl1webpage/ Computational Linguistics I] (Boyd-Graber/Resnik)  
symbol-processing methods and genetic algorithms as approaches to machine learning. (Neural network
learning methods are primarily covered in CMSC 727.) Topics include induction of decision trees and
rules, version spaces, candidate elimination algorithm, exemplar-based learning, genetic algorithms,
evolution under artificial selection of problem-solving algorithms, system assessment, comparative
studies, and related topics.


=== Spring 2010 ===
== Fall 2017 ==  


== Computational Linguistics II ==
* Computational Linguistics I (Carpuat)
== Cloud Computing ==
* Multidisciplinary Seminar (Resnik)
* [http://www.umiacs.umd.edu/~jbg/teaching/CMSC_726/ Machine Learning] (Boyd-Graber)
 
== Spring 2017 ==
 
* Computational Linguistics II (Resnik)
 
* Computational Psycholinguistics (Feldman)
 
== Fall 2016 ==
 
* Computational Linguistics I (Carpuat)
* Reinforcement Learning (Daume)
* Computational Models of Human Parsing (Resnik)
 
== Spring 2016 ==
 
* Computational Linguistics II (Resnik)
* Machine Learning (Daume)
 
== Fall 2015 ==
 
* Computational Linguistics I (Carpuat)
* Computational Social Science (Resnik)
 
== Spring 2015 ==  
 
* Computational Linguistics II (Resnik)
* Computational Psycholinguistics (Feldman)
* Multilingual Natural Language Processing (Carpuat)
 
== Fall 2014 ==
 
* Computational Linguistics I (Daume)
* [http://www.umiacs.umd.edu/~resnik/ling848_fa2014/ Semantics in Computational Linguistics] (Resnik)
 
== Spring 2014 ==
 
* [https://sites.google.com/site/linguisticprediction/ Linguistic Prediction] (Daume, Feldman, Lau)
* Computational Linguistics II (Resnik)
* [http://www.umiacs.umd.edu/~jbg/teaching/DATA_DIGGING/ Digging into Data] (Boyd-Graber)
 
== Fall 2013 ==  
 
* Computational Linguistics I (Boyd-Graber)
* [http://www.umiacs.umd.edu/~resnik/ling848_fa2013/ Computational Social Science] (Resnik)
 
== Spring 2013 ==
 
* [https://sites.google.com/site/umdnpbayes/ Bayesian Nonparametrics] (Boyd-Graber, Daume, Feldman)
* Computational Linguistics II (Resnik)
* [http://www.umiacs.umd.edu/~jbg/teaching/DATA_DIGGING/ Digging into Data] (Boyd-Graber)
* Machine Learning (Daume)
* Cloud Computing (Lin)
* Computational Psycholinguistics (Feldman)
 
== Fall 2012 ==
 
* Computational Linguistics I (Daume)
 
== Spring 2012 ==
 
* [http://www.umiacs.umd.edu/~oard/teaching/708x/spring12/ E-Discovery] (Oard)
* [http://www.umiacs.umd.edu/~jbg/teaching/CMSC_773_2012/ Computational Linguistics II] (Boyd-Graber)
* Computational Psycholinguistics (Feldman)
 
== Fall 2011 ==
 
* [http://www.umiacs.umd.edu/~hollingk/classes/CompLing1-f11.html Computational Linguistics I] (Hollingshead)
* [http://www.umiacs.umd.edu/~hal/courses/2011F_MM/ Multilingual Modeling] (Daume)
 
== Spring 2011 ==
 
* Computational Linguistics II (Resnik)
* Computational Psycholinguistics (Feldman)
 
== Fall 2010 ==
 
* [http://www.umiacs.umd.edu/~hal/courses/2010F_CL1/ Computational Linguistics I] (Daume)
* [http://umiacs.umd.edu/~resnik/ling848_fa2010/ Seminar in Computational Linguistics] (Resnik)
* Machine Learning (Getoor)
 
== Spring 2010 ==
 
* [http://www.umiacs.umd.edu/~resnik/ling773_sp2010/ Computational Linguistics II] (Resnik)
* [http://www.umiacs.umd.edu/~jbg/teaching/INFM_718_2011/ Cloud Computing] (Boyd-Graber)

Latest revision as of 21:08, 31 October 2021

x

Spring 2022

Fall 2021

Spring 2021

Fall 2017

  • Computational Linguistics I (Carpuat)
  • Multidisciplinary Seminar (Resnik)
  • Machine Learning (Boyd-Graber)

Spring 2017

  • Computational Linguistics II (Resnik)
  • Computational Psycholinguistics (Feldman)

Fall 2016

  • Computational Linguistics I (Carpuat)
  • Reinforcement Learning (Daume)
  • Computational Models of Human Parsing (Resnik)

Spring 2016

  • Computational Linguistics II (Resnik)
  • Machine Learning (Daume)

Fall 2015

  • Computational Linguistics I (Carpuat)
  • Computational Social Science (Resnik)

Spring 2015

  • Computational Linguistics II (Resnik)
  • Computational Psycholinguistics (Feldman)
  • Multilingual Natural Language Processing (Carpuat)

Fall 2014

Spring 2014

Fall 2013

Spring 2013

  • Bayesian Nonparametrics (Boyd-Graber, Daume, Feldman)
  • Computational Linguistics II (Resnik)
  • Digging into Data (Boyd-Graber)
  • Machine Learning (Daume)
  • Cloud Computing (Lin)
  • Computational Psycholinguistics (Feldman)

Fall 2012

  • Computational Linguistics I (Daume)

Spring 2012

Fall 2011

Spring 2011

  • Computational Linguistics II (Resnik)
  • Computational Psycholinguistics (Feldman)

Fall 2010

Spring 2010

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