Dependency Parsing

Author:   Sandra Kubler ,  Ryan McDonald ,  Ryan McDonald ,  Graeme Hirst
Publisher:   Morgan & Claypool Publishers
ISBN:  

9781598295962


Pages:   127
Publication Date:   04 September 2008
Format:   Paperback
Availability:   Out of print, replaced by POD   Availability explained
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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.

Full Product Details

Author:   Sandra Kubler ,  Ryan McDonald ,  Ryan McDonald ,  Graeme Hirst
Publisher:   Morgan & Claypool Publishers
Imprint:   Morgan & Claypool Publishers
Dimensions:   Width: 18.70cm , Height: 0.60cm , Length: 23.50cm
Weight:   0.234kg
ISBN:  

9781598295962


ISBN 10:   1598295969
Pages:   127
Publication Date:   04 September 2008
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Out of print, replaced by POD   Availability explained
We will order this item for you from a manufatured on demand supplier.

Table of Contents

Introduction Dependency Parsing Transition-Based Parsing Graph-Based Parsing Grammar-Based Parsing Evaluation Comparison Final Thoughts

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