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Synopsis
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.
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Dependency Parsing (Synthesis Lectures on Human Language Technologies, 2)
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Morgan and Claypool Publishers, 2009
ISBN 10: 1598295969
ISBN 13: 9781598295962
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Dependency Parsing (Synthesis Lectures on Human Language Technologies, 2)
Published by
Morgan and Claypool Publishers, 2009
ISBN 10: 1598295969
ISBN 13: 9781598295962
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Dependency Parsing (Synthesis Lectures on Human Language Technologies, 2)
Published by
Morgan and Claypool Publishers, 2009
ISBN 10: 1598295969
ISBN 13: 9781598295962
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