Dependency parsing

Autor: Kübler, Sandra.
Rok: c2009.
ISBN: 9781598295962
OKCZID: 110220162

Citace (dle ČSN ISO 690):
KÜBLER, Sandra. Dependency parsing. [San Rafael, Calif.]: Morgan & Claypool, c2009. xii, 115 s. Synthesis lectures on human language technologies. 2.

Anotace

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. Table of Contents: Introduction / Dependency Parsing / Transition-Based Parsing / Graph-Based Parsing / Grammar-Based Parsing / Evaluation / Comparison / Final Thoughts

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