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9781598295962

Dependency Parsing

by ; ;
  • ISBN13:

    9781598295962

  • ISBN10:

    1598295969

  • Format: Paperback
  • Copyright: 2009-04-15
  • Publisher: Morgan & Claypool

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Supplemental Materials

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Summary

Dependency-based methods for syntactic parsing have become increasingly popular in natural language processing in recent years. This book gives a thorough introduction to the methods that are most widely used today. After an introduction to dependency grammar and dependency parsing, followed by a formal characterization of the dependency parsing problem, the book surveys the three major classes of parsing models that are in current use: transition-based, graph-based, and grammar-based models. It continues with a chapter on evaluation and one on the comparison of different methods, and it closes with a few words on current trends and future prospects of dependency parsing. The book presupposes a knowledge of basic concepts in linguistics and computer science, as well as some knowledge of parsing methods for constituency-based representations.

Supplemental Materials

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