CS 784 Introduction to Computational Linguistics



Objectives

Computational Linguistics is the branch of Computer Science that studies the computer processing, comprehension, and generation of natural (i.e., human) languages. This course will provide students with both theoretical and practical knowledge in the fundamentals of syntax, semantics, and pragmatics, and will provide the basic background for students planning to do a thesis in the area. It will also be a self-contained course for anyone who is interested in Natural Language Understanding (e.g., including computer scientists, humanists, cognitive scientists, linguists and researchers in arts computing).

References

The current course textbook is: Natural Language Understanding, 2nd ed., by J. Allen, Benjamin/Cummings. Course notes will also be available

Schedule

3 hours of lecture a week.

Outline

Introduction (6 hrs)

Introduction to course. Introduction to Natural Language Understanding. Rudiments of English structure. Lexicons and morphology.

Syntax (9 hrs)

Syntax and parsing. Context-free parsing. Logic grammars. Transformational grammar. Augmented transition networks. Marcus parsers. Case grammars.

Semantics (6 hrs)

Introduction to semantics. Procedural semantics. Conceptual dependency. Knowledge-based semantics. Semantics in logic grammars.

Pragmatics (3 hrs)

Presupposition. Conversational implicature. Cooperative discourse. Speech acts.

Discourse; Generation (3 hrs)

Discourse structure and reference. Introduction to natural language generation.

Advanced Topics (9 hrs)


Campaign Waterloo

David R. Cheriton School of Computer Science
University of Waterloo
Waterloo, Ontario, Canada N2L 3G1

Tel: 519-888-4567 x33293
Fax: 519-885-1208

Contact | Feedback: cs-webmaster@cs.uwaterloo.ca | David R. Cheriton School of Computer Science | Faculty of Mathematics


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