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Dependency Parsing - , Ryan McDonald

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

Author: Kubler, Sandra
Author: McDonald, Ryan
Author: Nivre, Joakim
Publisher: Morgan & Claypool Publishers
Illustration: n
Language: ENG
Title: Dependency Parsing
Pages: 00000 (Encrypted PDF)
On Sale: 2009-01-08
SKU-13/ISBN: 9781598295962
Category: Technology & Engineering : General
Category: Computers : Natural Language Processing
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