Dependency Parsing

Dependency Parsing

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Overview

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

Product Details

ISBN-13: 9781598295962
Publisher: Morgan and Claypool Publishers
Publication date: 05/08/2009
Series: Synthesis Lectures on Human Language Technologies Series
Edition description: New Edition
Pages: 128
Product dimensions: 7.50(w) x 9.25(h) x 0.27(d)

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