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04798nam a2200553 a 4500 |
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3388 |
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20090109171535.0 |
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m e d |
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cr cn |||m|||a |
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090108s2009 caua fsab 000 0 eng d |
| 020 |
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|a 9781598295979 (electronic bk.)
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| 020 |
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|a 9781598295962 (pbk.)
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| 024 |
7 |
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|a 10.2200/S00169ED1V01Y200901HLT002
|2 doi
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| 035 |
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|a (CaBNvSL)gtp00532329
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|a CaBNvSL
|c CaBNvSL
|d CaBNvSL
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|a P98.5.P38
|b K833 2009
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0 |
4 |
|a 410.285
|2 22
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| 100 |
1 |
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|a Kübler, Sandra.
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| 245 |
1 |
0 |
|a Dependency parsing
|c Sandra Kübler, Ryan McDonald, and Joakim Nivre.
|h [electronic resource] /
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| 260 |
# |
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|a San Rafael, Calif. (1537 Fourth Street, San Rafael, CA 94901 USA) :
|b Morgan & Claypool Publishers,
|c c2009.
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| 300 |
# |
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|a 1 electronic text (115 p. : ill.) :
|b digital file.
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| 490 |
1 |
# |
|a Synthesis lectures on human language technologies ;
|v # 2
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| 500 |
# |
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|a Part of: Synthesis digital library of engineering and computer science.
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| 500 |
# |
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|a Title from PDF t.p. (viewed on January 8, 2009).
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| 500 |
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|a Series from website.
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| 504 |
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|a Includes bibliographical references (p. 101-114).
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| 505 |
0 |
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|a Introduction -- 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.
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| 506 |
# |
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|a Abstract freely available; full-text restricted to subscribers or individual document purchasers.
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| 510 |
0 |
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|a Compendex
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| 510 |
0 |
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|a INSPEC
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| 510 |
0 |
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|a Google scholar
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| 510 |
0 |
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|a Google book search
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| 520 |
# |
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|a 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.
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| 530 |
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|a Also available in print.
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| 538 |
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|a Mode of access: World Wide Web.
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| 538 |
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|a System requirements: Adobe Acrobat reader.
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| 650 |
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0 |
|a Parsing (Computer grammar)
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| 650 |
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0 |
|a Dependency grammar.
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| 650 |
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0 |
|a Natural language processing (Computer science)
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| 650 |
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0 |
|a Computational linguistics.
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| 690 |
# |
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|a Parsing.
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| 690 |
# |
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|a Syntax.
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| 690 |
# |
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|a Dependency parsing.
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| 690 |
# |
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|a Dependency grammar.
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| 700 |
1 |
# |
|a McDonald, Ryan.
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| 700 |
1 |
# |
|a Nivre, Joakim.
|
| 730 |
0 |
# |
|a Synthesis digital library of engineering and computer science.
|
| 830 |
# |
0 |
|a Synthesis lectures on human language technologies (Online) ;
|v # 2.
|
| 856 |
4 |
2 |
|u https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.2200/S00169ED1V01Y200901HLT002
|z View fulltext via EzAccess
|