Dependency Parsing Sandra Kubler

ISBN: 9781598295979

Published: January 8th 2009

ebook

127 pages


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Dependency Parsing  by  Sandra Kubler

Dependency Parsing by Sandra Kubler
January 8th 2009 | ebook | PDF, EPUB, FB2, DjVu, AUDIO, mp3, RTF | 127 pages | ISBN: 9781598295979 | 10.58 Mb

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 toMoreDependency-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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