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Ling 795: Dependency Parsing (Fall 2007)

by Rob Malouf last modified 2008-05-01 14:14
In recent years, dependency parsing has emerged as a serious alternative to traditional phrase structure grammar analysis. In this seminar, we will review the literature on dependency parsing, both for hand-constructed grammars and treebank grammars, and on the applications of dependency formalisms in natural language processing.
Available resources
Course type Seminar
Instructor Rob Malouf
Time T 16:30–18:40
Location AH 3153

Requirements

The goals of this course are for us to gain experience in:

  • exploring the state of the art for dependency parsing,
  • reading and evaluating the primary literature,
  • presenting and discussing research material with peers,
  • identifying open research questions,
  • and designing and carrying out our own experiments.

Through the term, participants (including auditors!) will present and discuss articles from the reading list, which cover a number of aspects of dependency grammar formalisms.

In addition to leading and participating in discussions, students taking the class for a grade will also participate in the class project, an implementation of a dependency parsing system using NLTK, and will write an individual final paper. FInal papers should somehow involve dependency grammars and natural language processing, but need not be restricted to the methods we cover in class. Ideally, the final paper should be something that could be submitted to one of the many computational linguistics conferences.


Prerequisites

Ling 581 or permission of instructor.

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