Dependency parsing /
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 fo...
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| Other Authors: | , |
| Format: | eBook |
| Language: | English |
| Published: |
San Rafael, Calif. (1537 Fourth Street, San Rafael, CA 94901 USA) :
Morgan & Claypool Publishers,
[2009]
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| Series: | Synthesis lectures on human language technologies (Online) ;
# 2. |
| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
| 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. |
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| Item Description: | Part of: Synthesis digital library of engineering and computer science. Title from PDF title page (viewed Jan. 8, 2009). Series from website. Electronic resource. |
| Physical Description: | 1 electronic text (ix, 115 pages : illustrations) : digital file. Also available in print. |
| Format: | Mode of access: World Wide Web. System requirements: Adobe Acrobat reader. |
| Bibliography: | Includes bibliographical references (pages 101-114). |
| ISBN: | 9781598295979 (electronic bk.) 1598295977 (electronic bk.) |
| Access: | Abstract freely available; full-text restricted to subscribers or individual document purchasers. |