User:Stevenbird/List of NLP Courses
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ЖThis page lists university courses that contain substantial content in Natural Language Processing and Computational Linguistics, and is derived from a survey sponsored by the Association for Computational Linguistics. Courses are categorized by level (undergraduate, graduate, or both) and programming language. The final column gives the year when the information was confirmed to be accurate. (Entries more than five years old, and entries with broken hyperlinks, may be culled.)
| Country | Institution | Course Name | Level | Languages | Datestamp |
|---|---|---|---|---|---|
| Australia | Macquarie University | Introduction to Natural Language Processing | Both | Prolog | 2006 |
| Australia | Macquarie University | Document Processing and the Semantic Web | Undergraduate | Python | 2006 |
| Australia | Macquarie University | Spoken Language Dialogue Systems | Undergraduate | Prolog | 2006 |
| Australia | University of Melbourne | Human Language Technology | Undergraduate | Python | 2006 |
| Australia | University of Melbourne | Computational Linguistics | Undergraduate | Python | 2006 |
| Australia | University of Sydney | Statistical Natural Language Processing | Graduate | Python | 2003 |
| Austria | University of Vienna | Wissensbasierte Sprachverarbeitung | Graduate | Prolog | 2003 |
| Belarus | Grodno State University | Introduction to Computational Linguistics | Undergraduate | 2003 | |
| Belgium | Katholieke Universiteit Leuven (K.U.Leuven) | Text Based Information Retrieval | Both | Java, C, MATLAB | 2006 |
| Belgium | University of Antwerp (UA) | Computational Linguistics | Both | Python | 2006 |
| Belgium | University of Antwerp (UA) | Programming for Artificial Intelligence and Computational Linguistics | Both | Lisp | 2006 |
| Belgium | University of Antwerp (UA) | Language Technology | Both | 2006 | |
| Brazil | Universidade Federal de Santa Catarina | Lingüística Computacional | Graduate | Perl Prolog | 2003 |
| Brazil | Universidade Federal de Santa Catarina | Lingüística Computacional I/II | Undergraduate | Perl Prolog | 2003 |
| Brazil | Universidade Federal de São Carlos | Topics on Informatics (Introduction on NLP) | Graduate | C C++ Prolog | 2003 |
| Brazil | Universidade Estadual Paulista (UNESP) | Tecnologias da Linguagem Humana | Undergraduate | Prolog | 2005 |
| Brazil | Universidade Estadual Paulista (UNESP) | Processamento Automático de Línguas Naturais | Graduate | Prolog | 2005 |
| Canada | Concordia University | Statistical Language Processing | Graduate | Java C++ Perl | 2006 |
| Canada | Simon Fraser University | Computational Linguistics | Undergraduate | Perl | 2005 |
| Canada | Simon Fraser University | Natural Language Processing | Graduate | Perl | 2006 |
| Canada | Simon Fraser University | Statistical Learning of Natural Language | Graduate | 2003 | |
| Canada | Université de Montréal | Grammaires formelles | Undergraduate | Prolog | 2003 |
| Canada | Université de Montréal | Indexation et condensation automatiques | Graduate | 2003 | |
| Canada | Université de Montréal | Morphologie computationnelle | Graduate | Prolog | 2003 |
| Canada | Université. de Montréal | Syntaxe computationnelle | Graduate | Prolog | 2003 |
| Canada | University of Alberta | Natural Language Processing | Graduate | Perl | 2006 |
| Canada | University of Montreal | Computational Linguistics | Graduate | Prolog | 2003 |
| Canada | University of Ottawa | Natural Language Processing | Graduate | Prolog Perl | 2006 |
| Canada | University of Toronto | Computational Linguistics | Both | C++ | 2006 |
| Canada | University of Toronto | Natural Language Computing | Both | Perl | 2003 |
| Canada | University of Toronto | Advanced computational linguistics | Graduate | 2006 | |
| Costa Rica | Universidad de Costa Rica | Tecnologías y producción textual I | Undergraduate | 2003 | |
| Costa Rica | Universidad de Costa Rica | Tecnologías y producción textual | Graduate | 2003 | |
| Czech Republic | Charles University | Statistical methods in NLP | Both | Perl | 2003 |
| Czech Republic | Silesian University | (BROKEN LINK) Natural Language Processing I/II | Undergraduate | 2003 | |
| Denmark | University of Southern Denmark, Odense | Introduction to Computational Linguistics | Both | Prolog | 2003 |
| Estonia | University of Tartu | Computational Models in Language Understanding | Both | C++ | 2003 |
| Estonia | University of Tartu | Introduction to Computational Linguistics | Both | Prolog | 2003 |
| Estonia | University of Tartu | Mathematics for Computational Linguists II | Undergraduate | 2003 | |
| Finland | Helsinki University of Technology | Special Course in Language Technology | Graduate | 2006 | |
| Finland | Helsinki University of Technology | Statistical and Adaptive Natural Language Processing | Both | 2006 | |
| Germany | Saarland University | Grammar Formalisms | Undergraduate | 2003 | |
| Germany | Saarland University | Introduction to Computational Linguistics | Undergraduate | 2003 | |
| Germany | Universität Tübingen | Computational Linguistics 1: Parsing | Undergraduate | Java | 2003 |
| Germany | University of Bremen | Introduction to Natural Language Generation | Undergraduate | Lisp | 2003 |
| Germany | University of Dusseldorf | Introduction to Computational Linguistics | Undergraduate | 2003 | |
| Germany | University of Heidelberg | Parsing | Graduate | C Java Perl | 2003 |
| Germany | University Saarbrücken | Concurrent constraint programming for natural language processing | Both | Mozart Oz | 2003 |
| India | Banasthali University | Natural Language Processing | Graduate | C C++ Java Python | 2008 |
| India | Assam University | Natural Language Processing | Graduate | C C++ | 2003 |
| India | Indian Institute of Information Technology Allahabad | Natural Language Processing | Undergraduate Graduate | Java LISP Prolog Perl | 2005 onwards |
| India | Indian Institute of Technology Bombay | Natural Language Processing | both | Java Perl Prolog | 2004 onwards |
| Ireland | Dublin City University | Computational Linguistics 2 | Undergraduate | Java Perl | 2003 |
| Ireland | Dublin City University | Computational Linguistics I | Undergraduate | Prolog | 2003 |
| Israel | University of Haifa | Computational Linguistics | Both | 2006 | |
| Italy | Universita' di Padova | Natural Language Processing | Graduate | C++ Perl | 2003 |
| Italy | University of Bologna | Linguistica Computazionale | Both | 2003 | |
| Japan | Japan Advanced Institute of Science and Technology | Methodology for Knowledge Discovery | Graduate | C Perl | 2003 |
| Japan | Yamagata University | Natural Language Processing | Undergraduate | 2003 | |
| Japan | Yamaguchi University | Introduction to Computational Linguistics | Undergraduate | 2003 | |
| Korea | Postech | Machine Learning for NLP | Graduate | C C++ | 2003 |
| Korea | Postech, Korea | Statistical Natural Language Processing | Graduate | C C++ | 2003 |
| Mexico | National Polytechnic Institute | Computational linguistics | Both | 2005 | |
| Mexico | National Polytechnic Institute | Information Retrieval | Both | 2005 | |
| New Zealand | University of Otago | Computational linguistics | Graduate | Prolog | 2003 |
| Norway | University of Trondheim | Natural Language Interfaces | Undergraduate | Prolog | 2003 |
| Portugal | University of Lisbon | Natural Language Processing | Both | Prolog | 2003 |
| Portugal | University of Lisbon | Interaction in Natural Language | Both | C Java Perl Prolog Python | 2003 |
| Portugal | University of Lisbon | Quantitative Language Nodelling | Both | Java Perl Prolog Python | 2003 |
| Romania | University A.I. Cuza, Iasi | Introduction to Computational Linguistics, Corpus Linguistics | Graduate | C C++ Java Lisp Perl | 2003 |
| Singapore | National University of Singapore | (BROKEN LINK) Natural Language Processing | Undergraduate | C C++ Java | 2003 |
| Slovenia | University of Ljubljana | Besedilo in računalnik | Undergraduate | 2003 | |
| Spain | Udako Euskal Unibertsitatea and University of the Basque Country | Hizkuntza-Teknologiak (Language Technologies) | Graduate | Perl Prolog | 2007 |
| Spain | Universidad Complutense de Madrid | Lingüística Computacional | Undergraduate | Lisp Prolog | 2003 |
| Spain | Universitat Autònoma de Barcelona | Tecnologies de la parla (Speech Technologies) | Graduate | 2006 | |
| Spain | Universidad Autónoma de Madrid | Procesamiento de Lenguaje Natural | Graduate | 2006 | |
| Spain | University of the Basque Country | Lengoaia Naturalaren Prozesamendua (Natural Language Processing) | Undergraduate | Lisp Prolog | 2007 |
| Spain | Universidade da Coruña | Lenguajes Naturales | Undergraduate | C Java Perl Prolog | 2003 |
| Sweden | Göteborg University | Computational Linguistics | Undergraduate | Java Prolog Python Oz Perl | 2006 |
| Sweden | Linköping University | Språkteknologi (Language technology) | Undergraduate | Java Lisp Perl | 2003 |
| Sweden | Linköping University | Språkteknologiska system (Language Engineering Systems) | Undergraduate | Java Lisp | 2003 |
| Sweden | Lunds tekniska högskola | Language processing and computational linguistics | Undergraduate | Perl Prolog | 2006 |
| Sweden | Swedish National Graduate School of Language Technology | Ph.D. Courses in Language Technology | Graduate | 2006 | |
| Sweden | Uppsala University | Language Technology | Undergraduate | Java Prolog Python | 2006 |
| Sweden | Växjö University | Language Technology | Undergraduate | 2006 | |
| Switzerland | Swiss Federal Institute of Technology | Pattern Recognition | Undergraduate | C++ Perl | 2003 |
| Switzerland | University of Zurich | Programming Techniques in Computational Linguistics II | Undergraduate | Prolog | 2003 |
| Switzerland | University of Zurich | Programming Techniques in Computational Linguistics I | Undergraduate | Prolog | 2003 |
| Switzerland | University of Zurich | Discourse Analysis | Graduate | Prolog | 2003 |
| Switzerland | University of Zurich | Introduction to Computational Linguisticss | Undergraduate | Prolog | 2003 |
| Switzerland | University of Zurich | AI Methods in Computational Linguistics | Graduate | Prolog | 2003 |
| Switzerland | University of Zurich | Methods of Semantic Analysis | Undergraduate | Prolog | 2003 |
| Switzerland | Zurich University | Statistical Natural Language Processing | Undergraduate | 2003 | |
| Taiwan | National Chengchi University | Natural Language Processing | Graduate | student choice | 2006 |
| Taiwan | National Taiwan University | Information Retrieval and Extraction | Both | Student Choice | 2006 |
| Taiwan | National Taiwan University | Natural Language Processing | Both | Student Choice | 2006 |
| Taiwan | National Tsing Hua University | Natural Language Processing | Graduate | Foxpro | 2006 |
| Taiwan | National Tsing Hua University | Natural Language Processing Lab | Graduate | Foxpro | 2006 |
| Thailand | Chulalongkorn University | Computational Linguistics I | Graduate | Perl Prolog | 2003 |
| Turkey | Middle East Technical University | computational linguistics I | Graduate | Prolog | 2003 |
| Turkey | Middle East Technical University | cognitive aspects of NLP | Graduate | C Java Lisp Prolog | 2003 |
| UK | Imperial College | Introduction to Language Engineering | Graduate | 2003 | |
| UK | Loughborough University | (BROKEN LINK) Natural Language and Speech Systems | Undergraduate | 2003 | |
| UK | University of Birmingham | Natural Language Processing 1 | Undergraduate | Prolog | 2006 |
| UK | University of Birmingham | Natural Language Processing and Applications | Both | 2006 | |
| UK | University of Birmingham | Natural Language Processing 2 | Both | 2006 | |
| UK | University of Brighton | (BROKEN LINK) MSc in Lexical Computing and Lexicography | Graduate | Awk Perl | 2003 |
| UK | University of Brighton | Lexical Computing and Lexicography | Graduate | Perl | 2003 |
| UK | University of Cambridge | Natural Language Processing | Undergraduate | 2006 | |
| UK | University of Cambridge | MPhil in Computer Speech Text and Internet Technology | Graduate | C++ Java Perl | 2006 |
| UK | University of Edinburgh | M.Sc. in Speech and Language Processing | Graduate | Java Perl Prolog Python | 2003 |
| UK | University of Essex | Computatiuonal Linguistics 1 | Graduate | Prolog | 2003 |
| UK | University of Essex | Prolog I | Graduate | Prolog | 2003 |
| UK | University of Essex | Computational Linguistics II | Graduate | Prolog | 2003 |
| UK | University of Essex | Prolog II | Graduate | Prolog | 2003 |
| UK | University of Essex | Advanced Natural Language Engineering | Graduate | Java Perl | 2003 |
| UK | University of Leeds | Natural Language Processing | Both | C++ Java Perl Prolog | 2003 |
| UK | University of Leeds | Computers and the Translator | Undergraduate | 2003 | |
| UK | University of Leeds | Principles and Applications of MT | Graduate | 2003 | |
| UK | University of Sheffield | M.Sc. Human Language Technology | Postgraduate | 2005 | |
| UK | University of Sheffield | Language Engineering: Information Extraction | Both | 2006 | |
| UK | University of Sheffield | Natural Language Processing | Both | Prolog | 2006 |
| UK | University of Sheffield | Text Processing | Both | Perl | 2006 |
| UK | University of Sussex | Natural Language Processing | Both | Prolog Java | 2006 |
| UK | University of Ulster | Natural Language Processing | Undergraduate | 2003 | |
| USA | Arizona State University | (BROKEN LINK) Introduction to Natural Language Processing | Both | Java Prolog | 2003 |
| USA | Brown University | Introduction to Computational Linguistics | Both | Python | 2006 |
| USA | Brown University | Statistical Natural-Language Processing | Graduate | 2003 | |
| USA | Carnegie Mellon University | Algorithms for Natural Language Processing | Graduate | 2006 | |
| USA | Carnegie Mellon University | Grammars and Lexicons | Graduate | LISP | 2006 |
| USA | Carnegie Mellon University | Language and Statistics II | Graduate | 2007 | |
| USA | Carleton College | (BROKEN LINK) Natural Language Processing | Undergraduate | C++ Perl | 2003 |
| USA | Cornell University | Computation, Information, and Intelligence | Undergraduate | 2003 | |
| USA | Cornell University | Natural Language Processing | Graduate | 2003 | |
| USA | Cornell University | Statistical Natural Language Processing: Models and Methods | Graduate | 2003 | |
| USA | CUNY Graduate Center | (BROKEN LINK) Language Technology | Graduate | Perl | 2003 |
| USA | Georgetown University | Introduction to Natural Language Processing | Both | Perl | 2006 |
| USA | Georgetown University | Computational Linguistics: Tools for Linguists | Both | 2006 | |
| USA | Georgetown University | Seminar: Computational Linguisics | Graduate | Python | 2006 |
| USA | Georgetown University | Statistical NLP | Both | Python | 2006 |
| USA | Harvard University | Introduction to Computational Linguistics | Both | Prolog | 2006 |
| USA | Hunter College CUNY | Language Technology | Undergraduate | C++ | 2003 |
| USA | Johns Hopkins University | Natural Language Processing | Both | student choice | 2006 |
| USA | Johns Hopkins University | Information Extraction | Graduate | 2006 | |
| USA | Johns Hopkins University | Seminar in Natural Language Processing | Graduate | 2006 | |
| USA | Johns Hopkins University | Finite-State Methods in Natural Language Processing | Graduate | 2003 | |
| USA | Johns Hopkins University | Statistical Language Learning | Graduate | 2003 | |
| USA | The Ohio State University | Foundations of Spoken Language Processing | Both | MATLAB student choice | 2006 |
| USA | The Ohio State University | Computational Linguistics | Both | Java | 2006 |
| USA | The Ohio State University | Symbolic Computational Linguistics | Both | Prolog | 2003 |
| USA | The Ohio State University | Data-Intensive Computational Linguistics | Both | Python | 2003 |
| USA | The Ohio State University | Computational Semantics | Both | Prolog | 2006 |
| USA | Purdue University | Natural Language Processing | Graduate | C C++ Java Lisp Perl Python | 2003 |
| USA | Rutgers University | (BROKEN LINK) Natural Language Processing | Both | Java Perl Prolog | 2003 |
| USA | San Diego State University | Computational Corpus Linguistics | Both | Python | 2006 |
| USA | San Diego State University | Introduction to Computational Linguistics | Both | Python | 2006 |
| USA | Smith College | Introduction to Computational Linguistics | Undergraduate | Lisp | 2003 |
| USA | Stanford University | Natural Language Processing | Both | Java | 2006 |
| USA | Stanford University | Introduction to Computer Speech and Language Processing | Undergraduate | Perl Python Java | 2006 |
| USA | Stanford University | Natural Language Understanding | Both | 2006 | |
| USA | Stanford University | Human and Machine Translation | Both | 2006 | |
| USA | Stanford University | Programming and Algorithms for NLP | Both | 2006 | |
| USA | Stanford University | Finite-State Methods in NLP | Both | 2006 | |
| USA | Stony Brook University | (BROKEN LINK) Introduction to Computational Linguistics | Graduate | Java Perl Prolog | 2003 |
| USA | SUNY Buffalo | Computational Linguistics | Both | Lisp Perl | 2006 |
| USA | SUNY Buffalo | Advanced Topics in Computational Linguistics | Graduate | Lisp | 2006 |
| USA | The University of Chicago | Statistical NLP | Graduate | Perl | 2003 |
| USA | University of California, Berkeley | Statistical NLP | Graduate | Java | 2005 |
| USA | University of California, San Diego | Computational Linguistics | Undergraduate | Prolog | 2003 |
| USA | University of California, San Diego | Natural Language Processing in LISP | Graduate | Lisp | 2003 |
| USA | University of Colorado, Boulder | Advanced Computational Linguistics | Graduate | 2003 | |
| USA | University of Colorado, Boulder | Computational Corpus Linguistics | Graduate | Python | 2006 |
| USA | University of Colorado, Boulder | Natural Language Processing | Graduate | Python | 2006 |
| USA | University of Colorado, Boulder | Natural Language Processing | Undergraduate | 2000 | |
| USA | University of Colorado, Boulder | Speech Recognition and Synthesis | Graduate | 2002 | |
| USA | University of Central Florida | Advanced Artificial Intelligence | Graduate | Lisp | 2003 |
| USA | University of Central Florida | Natural Language Understanding | Graduate | Lisp Perl | 2006 |
| USA | University of Chicago | An Overview of Industrial Linguistics | Graduate | Perl | 2003 |
| USA | University of Georgia | Applied Natural Language Processing | Graduate | Python | 2003 |
| USA | University of Georgia | Natural Language Processing Techniques | Graduate | Prolog | 2003 |
| USA | University of Illinois - Chicago | Natural Language Processing | Both | C Java Lisp Perl | 2003 |
| USA | University of Illinois - Urbana Champaign | Introduction to Computational Linguisticss | Both | 2006 | |
| USA | University of Illinois - Urbana Champaign | Machine Learning and Natural Language | Graduate | 2005 | |
| USA | University of Illinois - Urbana Champaign | Machine Learning | Both | 2005 | |
| USA | University of Maryland, College Park | (BROKEN LINK) Information Retrieval Systems | Graduate | C C++ Java | 2003 |
| USA | University of Maryland, College Park | Computational Linguistics I | Graduate | Perl | 2006 |
| USA | University of Maryland, College Park | Computational Linguistics II | Graduate | Perl | 2006 |
| USA | University of Maryland, College Park | Seminar in Computational Linguistics | Graduate | 2004 | |
| USA | University of Michigan | Language and Information | Both | 2004 | |
| USA | University of Michigan | Information Retrieval | Both | 2005 | |
| USA | University of Michigan | Natural Language Processing | Both | 2005 | |
| USA | University of Michigan | Advanced NLP/IR | Graduate | 2006 | |
| USA | University of Minnesota, Duluth | Introduction to Natural Language Processing | Undergraduate | Perl | 2003 |
| USA | University of Minnesota, Duluth | Natural Language Processing | Graduate | Perl | 2003 |
| USA | University of North Texas | Natural Language Processing | Graduate | Perl | 2006 |
| USA | University of Pennsylvania | Introduction to Artificial Intelligence | Graduate | 2003 | |
| USA | University of Pennsylvania | Advanced Topics in Natural Language Processing | Graduate | C++ Java Perl Python | 2003 |
| USA | University of Pennsylvania | Introduction to Artificial Intelligence | Undergraduate | Prolog | 2003 |
| USA | University of Pittsburgh | Natural Language Processing | Graduate | 2003 | |
| USA | University of Rochester | Natural Language Processing | Both | Lisp | 2006 |
| USA | University of Rochester | Language, Parsing, and Complexity | Both | 2006 | |
| USA | University of Rochester | Speech Recognition and Statistical Natural Language Processing | Both | 2005 | |
| USA | University of Rochester | Seminar in AI: Statistical Machine Translation | Graduate | 2004 | |
| USA | University of Southern California | Introduction to Natural Language Processing | Graduate | 2003 | |
| USA | University of Southern California | Natural Language Processing | Graduate | C++ Java Lisp Perl | 2003 |
| USA | University of Southern California | Empirical Methods in Natural Language Processing | Graduate | 2006 | |
| USA | University of St. Thomas, Saint Paul MN | Information Retrieval | Graduate | C Java Perl Python | 2003 |
| USA | University of Texas at Austin | Introduction to Computational Linguistics | Undergraduate | Python | 2006 |
| USA | University of Texas at Austin | Computational Linguistics I | Graduate | Python | 2006 |
| USA | University of Texas at Austin | Computational Linguistics II | Graduate | Python Java | 2006 |
| USA | University of Texas at Austin | Intro to working with corpora and programming | Graduate | Python | 2006 |
| USA | University of Texas at El Paso | Statistical Approaches to Natural Language Processing | Both | Perl | 2006 |
| USA | University of Utah | Natural Language Processing | Both | C C++ Java Lisp Perl | 2003 |
| USA | University of Washington | Introduction to Computational Linguistics | Undergraduate | Perl | 2006 |
| USA | University of Washington | Shallow Methods in Natural Language Processing | Graduate | Java C++ Perl | 2006 |
| USA | University of Washington | Deep Processing Techniques for Natural Language Processing | Graduate | Java C++ Perl | 2006 |
| USA | University of Washington | Advanced Statistical Methods for Natural Language Processing | Graduate | Java C++ Perl | 2006 |
| USA | University of Washington | Systems/Applications | Graduate | Java C++ Perl | 2006 |
| USA | University of Washington | Knowledge Engineering for NLP | Graduate | tdl | 2006 |
| USA | University of Wisconsin-Madison | Intensive Computational Linguistics | Both | C++ Java | 2003 |
| USA | University of Wisconsin-Madison | Advanced Natural Language Processing | Graduate | student choice | 2006 |
