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Dependency Parsing

Dependency Parsing (Loan 1 times)

Material type
단행본
Personal Author
Kubler, Sandra. McDonald, Ryan. Nivre, Joakim.
Title Statement
Dependency Parsing / Sandra Kubler, Ryan McDonald and Joakim Nivre.
Publication, Distribution, etc
San Rafael, Calif. :   Morgan & Claypool Publishers ,   2009.  
Physical Medium
ix, 115 p. : ill. ; 24 cm.
Series Statement
Synthesis lectures on human language technologies ; 2
ISBN
9781598295962 (pbk.) 1598295969 (pbk.)
Content Notes
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.
Bibliography, Etc. Note
Includes bibliographical references.
Subject Added Entry-Topical Term
Parsing (Computer grammar) Dependency grammar. Natural language processing (Computer science)
000 02809camuu2200313 a 4500
001 000045583925
005 20100401114524
008 100401s2009 caua b 000 0 eng
020 ▼a 9781598295962 (pbk.)
020 ▼a 1598295969 (pbk.)
035 ▼a (OCoLC)176927391
040 ▼a DLC ▼c DLC ▼d BTCTA ▼d 211009
082 0 4 ▼a 006.35 ▼2 22
090 ▼a 006.35 ▼b K95d
100 1 ▼a Kubler, Sandra.
245 1 0 ▼a Dependency Parsing / ▼c Sandra Kubler, Ryan McDonald and Joakim Nivre.
260 ▼a San Rafael, Calif. : ▼b Morgan & Claypool Publishers , ▼c 2009.
300 ▼a ix, 115 p. : ▼b ill. ; ▼c 24 cm.
490 1 ▼a Synthesis lectures on human language technologies ; ▼v 2
504 ▼a Includes bibliographical references.
505 0 ▼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.
650 0 ▼a Parsing (Computer grammar)
650 0 ▼a Dependency grammar.
650 0 ▼a Natural language processing (Computer science)
700 1 ▼a McDonald, Ryan.
700 1 ▼a Nivre, Joakim.
830 0 ▼a Synthesis lectures on human language technologies ; ▼v 2.
945 ▼a KLPA

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Main Library/Western Books/ Call Number 006.35 K95d Accession No. 111574416 Availability Available Due Date Make a Reservation Service B M

Contents information

Table of Contents

  • Introduction
  • Dependency Parsing
  • Transition-Based Parsing
  • Graph-Based Parsing
  • Grammar-Based Parsing
  • Evaluation
  • Comparison
  • Final Thoughts


Information Provided By: : Aladin

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