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Dependency Parsing
Uppsala University, Disciplinary Domain of Humanities and Social Sciences, Faculty of Languages, Department of Linguistics and Philology. (Datorlingvistik)
Indiana University.
Google.
2009 (English)Book (Other academic)
Abstract [en]

Dependency-based methods for syntactic parsing have become increasingly popular in natural lan- guage 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 sur veys 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 dif- ferent 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.

Place, publisher, year, edition, pages
San Rafael, Calif.: Morgan & Claypool Publishers , 2009. , 127 p.
Series
Synthesis Lectures on Human Language Technologies, ISSN 1947-4040 (print) 1947-4059 (electronic) ; 2
Keyword [en]
parsing, syntax, dependency parsing, dependency grammar
National Category
Language Technology (Computational Linguistics) Language Technology (Computational Linguistics)
Research subject
Computational Linguistics
Identifiers
URN: urn:nbn:se:uu:diva-111907DOI: 10.2200/S00169ED1V01Y200901HLT002ISBN: 9781598295962 (print)ISBN: 9781598295979 (print)OAI: oai:DiVA.org:uu-111907DiVA: diva2:283677
Available from: 2009-12-30 Created: 2009-12-30 Last updated: 2010-12-06Bibliographically approved

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Publisher's full texthttp://www.morganclaypool.com/doi/abs/10.2200/S00169ED1V01Y200901HLT002

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Nivre, Joakim

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