Dependency parsing
著者
書誌事項
Dependency parsing
（Synthesis lectures on human language technologies, 2）
Morgan & Claypool, c2009
- : pbk.
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注記
Includes bibliographical references (p. 101-114)
内容説明・目次
内容説明
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.
目次
Introduction
Dependency Parsing
Transition-Based Parsing
Graph-Based Parsing
Grammar-Based Parsing
Evaluation
Comparison
Final Thoughts
「Nielsen BookData」 より