LING 442 - Computational Linguistics II
Section: 001
Term: WN 2012
Subject: Linguistics (LING)
Department: LSA Linguistics
Credits:
3
Other:
Theme
Waitlist Capacity:
99
Enforced Prerequisites:
LING 441.
Advisory Prerequisites:
Computer programming ability.
Repeatability:
May not be repeated for credit.
Rackham Information:
Rackham credit requires additional work.
Primary Instructor:

This course is a continuation of LING 441 (Computational Linguistics I. ) The previous course introduced part of speech tagging, parsing and semantic interpretation. In this course we begin by looking at psychological parsing models. Constructing parsers motivates corpus-based learning of a variety of information: prepositional phrase attachments, sub-categorization frames and selectional restrictions, and word sense disambiguation.

Corpus-based learning is also fundamental to one of the major language technologies, namely, information extraction. We examine information retrieval and text classification, entity recognition and partial parsing, and relation extraction, working up to an examination of the state of the art in parsing, which is lexicalized probabilistic parsing. We conclude with a brief look at either speech processing or machine translation.

Course Requirements:

No data submitted

Intended Audience:

No data submitted

Class Format:

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LING 442 - Computational Linguistics II
Schedule Listing
001 (LEC)
P
28471
Open
13
 
-
MW 1:00PM - 2:30PM
NOTE: Data maintained by department in Wolverine Access. If no textbooks are listed below, check with the department.


ISBN: 9780596803346
Natural language processing with Python, Author: Steven Bird, Ewan Klein, and Edward Loper., Publisher: O'Reilly 2009
Required
ISBN: 9780131873216
Speech and language processing : an introduction to natural language processing, computational linguistics, and speech recognition, Author: Daniel Jurafsky, James H. Martin., Publisher: Pearson Prentice Hall 2nd ed. 2009
Required
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