Dependency Parsing (Synthesis Lectures on Human Language Technologies) - Softcover

 
9781598295962: Dependency Parsing (Synthesis Lectures on Human Language Technologies)

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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9783031010033: Dependency Parsing (Synthesis Lectures on Human Language Technologies)

Featured Edition

ISBN 10:  3031010035 ISBN 13:  9783031010033
Publisher: Springer, 2008
Softcover