Inductive Dependency Parsing

This book describes the framework of inductive dependency parsing, a methodology for robust and efficient syntactic analysis of unrestricted natural language text. Coverage includes a theoretical analysis of central models and algorithms, and an empirical evaluation of memory-based dependency parsin...

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Bibliographic Details
Main Author Nivre, Joakim
Format eBook Book
LanguageEnglish
Published Dordrecht Springer Science + Business Media 2006
Springer
Springer Netherlands
Edition1. Aufl.
SeriesText, Speech and Language Technology
Subjects
Artificial Intelligence
Computational Linguistics
Computer and Information Sciences Computer Science
Computer Appl. in Arts and Humanities
Computer Science
Data- och informationsvetenskap
Datalogi
Datavetenskap
Datorlingvistik
Dependency grammar
dependency parsing
HUMANIORA och RELIGIONSVETENSKAP
HUMANITIES and RELIGION
Information technology
Informationsteknik
Languages and linguistics
Linguistic subjects
Linguistics, general
Lingvistikämnen
machine learning
memory-based learning
Natural Language Processing (NLP)
Parsing (Computer grammar)
Parsing. gtt
Språkvetenskap
syntactic parsing
Syntax
TECHNOLOGY
TEKNIKVETENSKAP
Kultur Literatur Sprache
Kultur Sprachwissenschaft
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Summary:This book describes the framework of inductive dependency parsing, a methodology for robust and efficient syntactic analysis of unrestricted natural language text. Coverage includes a theoretical analysis of central models and algorithms, and an empirical evaluation of memory-based dependency parsing using data from Swedish and English. A one-stop reference to dependency-based parsing of natural language, it will interest researchers and system developers in language technology, and is suitable for graduate or advanced undergraduate courses.
Bibliography:Includes bibliographical references and index
ISBN:9781402048883
1402048882
ISSN:1386-291X
DOI:10.1007/1-4020-4889-0