000			04834nam a2200589 i 4500
001			6813567
003			IEEE
005			20200413152852.0
006			m eo d
007			cr cn |||m|||a
008			090108s2009 caua foab 000 0 eng d
020			_a9781598295979 (electronic bk.)
020			_a9781598295962 (pbk.)
024	7		_a10.2200/S00169ED1V01Y200901HLT002 _2doi
035			_a(CaBNVSL)gtp00532329
035			_a(OCoLC)299803264
040			_aCaBNVSL _cCaBNVSL _dCaBNVSL
050		4	_aP98.5.P38 _bK833 2009
082	0	4	_a410.285 _222
100	1		_aKübler, Sandra.
245	1	0	_aDependency parsing _h[electronic resource] / _cSandra Kübler, Ryan McDonald, and Joakim Nivre.
260			_aSan Rafael, Calif. (1537 Fourth Street, San Rafael, CA 94901 USA) : _bMorgan & Claypool Publishers, _cc2009.
300			_a1 electronic text (115 p. : ill.) : _bdigital file.
490	1		_aSynthesis lectures on human language technologies ; _v# 2
538			_aMode of access: World Wide Web.
538			_aSystem requirements: Adobe Acrobat reader.
500			_aPart of: Synthesis digital library of engineering and computer science.
500			_aSeries from website.
504			_aIncludes bibliographical references (p. 101-114).
505	0		_aIntroduction -- Dependency grammar -- Dependency parsing -- Summary and further reading -- Dependency parsing -- Dependency graphs and trees -- Properties of dependency trees -- Projective dependency trees -- Formal definition of dependency parsing -- Summary and further reading -- Transition-based parsing -- Transition systems -- Parsing algorithm -- Classifier-based parsing -- Feature representations -- Training data -- Classifiers -- Varieties of transition-based parsing -- Changing the transition system -- Changing the parsing algorithm -- Pseudo-projective parsing -- Summary and further reading -- Graph-based parsing -- Arc-factored models -- Arc-factored parsing algorithms -- Reducing labeled to unlabeled parsing -- Non-projective parsing algorithms -- Projective parsing algorithms -- Learning arc-factored models -- Parameter and feature representations -- Training data -- Learning the parameters -- Beyond arc-factored models -- Summary and further reading -- Grammar-based parsing -- Context-free dependency grammar -- Parsing with bilexical grammars -- Constraint dependency grammar -- Weighted constraint dependency grammar -- Transformation-based constraint dependency parsing -- Summary and further reading -- Evaluation -- Evaluation metrics -- Dependencies for cross-framework parser evaluation -- Converting constituent treebanks into dependency formats -- The CoNLL shared tasks on dependency parsing -- Summary and further reading -- Comparison -- Comparing transition-based and graph-based models -- Comparing grammar-based and data-driven models -- Summary and further reading -- Final thoughts -- Resources -- Parsers -- Treebanks -- Dependency parsing wiki -- Bibliography -- Author biographies.
506	1		_aAbstract freely available; full-text restricted to subscribers or individual document purchasers.
510	0		_aCompendex
510	0		_aINSPEC
510	0		_aGoogle scholar
510	0		_aGoogle book search
520			_aDependency-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.
530			_aAlso available in print.
588			_aTitle from PDF t.p. (viewed on January 8, 2009).
650		0	_aParsing (Computer grammar)
650		0	_aDependency grammar.
650		0	_aNatural language processing (Computer science)
650		0	_aComputational linguistics.
690			_aParsing.
690			_aSyntax.
690			_aDependency parsing.
690			_aDependency grammar.
700	1		_aMcDonald, Ryan.
700	1		_aNivre, Joakim.
730	0		_aSynthesis digital library of engineering and computer science.
830		0	_aSynthesis lectures on human language technologies ; _v# 2.
856	4	2	_3Abstract with links to resource _uhttp://ieeexplore.ieee.org/servlet/opac?bknumber=6813567
999			_c561654 _d561654