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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Dependency Parsing

Dependency Parsing

McDonald, Ryan
Nivre, Joakim
Kübler, Sandra

Paperback

Series: Synthesis Lectures on Human Language Technologies

LinguisticsTechnology & EngineeringGeneral Computers

ISBN10: 3031010035
ISBN13: 9783031010033
Publisher: Springer Nature
Published: Dec 31 2008
Pages: 115
Weight: 0.51
Height: 0.27 Width: 7.50 Depth: 9.25
Language: English
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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