Dependency parsing:
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
[San Rafael, Calif.]
Morgan & Claypool
2009
|
| Schriftenreihe: | Synthesis lectures on human language technologies
2 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Includes bibliographical references (p. 101-114) |
| Beschreibung: | XII, 115 S. graph. Darst. 24 cm |
| ISBN: | 1598295969 9781598295962 |
Internformat
MARC
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| 100 | 1 | |a Kübler, Sandra |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Dependency parsing |c Sandra Kübler, Ryan McDonald, Joakim Nivre |
| 264 | 1 | |a [San Rafael, Calif.] |b Morgan & Claypool |c 2009 | |
| 300 | |a XII, 115 S. |b graph. Darst. |c 24 cm | ||
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| 490 | 1 | |a Synthesis lectures on human language technologies |v 2 | |
| 500 | |a Includes bibliographical references (p. 101-114) | ||
| 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 | 4 | |a Parsing (Computer grammar) | |
| 650 | 4 | |a Dependency grammar | |
| 650 | 4 | |a Natural language processing (Computer science) | |
| 650 | 4 | |a Computational linguistics | |
| 650 | 4 | |a Computational linguistics | |
| 650 | 4 | |a Dependency grammar | |
| 650 | 4 | |a Natural language processing (Computer science) | |
| 650 | 4 | |a Parsing (Computer grammar) | |
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Datensatz im Suchindex
| _version_ | 1804138896628383744 |
|---|---|
| adam_text | DEPENDENCY PARSING SANDRA KIIBLER DEPARTMENT OF LINGUISTICS, INDIANA
UNIVERSITY RYAN MCDONALD GOOGLE RESEARCH JOAKIM NIVRE DEPARTMENT OF
LINGUISTICS AND PHILOLOGY, UPPSALA UNIVERSITY SCHOOL OF MATHEMATICS AND
SYSTEM ENGINEERING, VAXJO UNIVERSITY SYNTHESIS LECTURES ON HUMAN
LANGUAGE TECHNOLOGIES #2 LI, .,UR ~ A -T. .- ..,-. Y. L*: SYNTHESIS
LECTURES ON HUMAN LANGUAGE TECHNOLOGIES III CONTENTS VII PREFACE XI 1
INTRODUCTION 1 1.1 DEPENDENCY GRAMMAR 1 1.2 DEPENDENCY PARSING 6 1.3
SUMMARY AND FURTHER READING 9 2 DEPENDENCY PARSING 11 2.1 DEPENDENCY
GRAPHS AND TREES 11 2.1.1 PROPERTIES OF DEPENDENCY TREES 13 2.1.2
PROJECTIVE DEPENDENCY TREES 16 2.2 FORMAL DEFINITION OF DEPENDENCY
PARSING 18 2.3 SUMMARY AND FURTHER READING 19 3 TRANSITION-BASED PARSING
21 3.1 TRANSITION SYSTEMS 21 3.2 PARSING ALGORITHM 25 3.3
CLASSIFIER-BASED PARSING 27 3.3.1 FEATURE REPRESENTATIONS 28 3.3.2
TRAINING DATA 31 3.3.3 CLASSIFIERS 33 3.4 VARIETIES OF TRANSITION-BASED
PARSING 34 3.4.1 CHANGING THE TRANSITION SYSTEM 34 3.4.2 CHANGING THE
PARSING ALGORITHM 36 VIII CONTENTS 3.5 PSEUDO-PROJECTIVE PARSING 37 3.6
SUMMARY AND FURTHER READING 38 4 GRAPH-BASED PARSING 41 4.1 ARC-FACTORED
MODELS 42 4.2 ARC-FACTORED PARSING ALGORITHMS 43 4.2.1 REDUCING LABELED
TO UNLABELED PARSING 45 4.2.2 NON-PROJECTIVE PARSING ALGORITHMS 46 4.2.3
PROJECTIVE PARSING ALGORITHMS 49 4.3 LEARNING ARC-FACTORED MODELS 54
4.3.1 PARAMETER AND FEATURE REPRESENTATIONS 54 4.3.2 TRAINING DATA 55
4.3.3 LEARNING THE PARAMETERS 56 4.4 BEYOND ARC-FACTORED MODELS 56 4.5
SUMMARY AND FURTHER READING 61 5 GRAMMAR-BASED PARSING 63 5.1
CONTEXT-FREE DEPENDENCY GRAMMAR 64 5.1.1 PARSING WITH BILEXICAL GRAMMARS
65 5.2 CONSTRAINT DEPENDENCY GRAMMAR 69 5.2.1 WEIGHTED CONSTRAINT
DEPENDENCY GRAMMAR 71 5.2.2 TRANSFORMATION-BASED CONSTRAINT DEPENDENCY
PARSING 72 5.3 SUMMARY AND FURTHER READING 75 5 EVALUATION 79 6.1
EVALUATION METRICS 79 6.2 DEPENDENCIES FOR CROSS-FRAMEWORK PARSER
EVALUATION 80 CONVERTING CONSTITUENT TREEBANKS INTO DEPENDENCY FORMATS
81 THE CONLL SHARED TASKS ON DEPENDENCY PARSING 82 6.5 SUMMARY AND
FURTHER READING 86 CONTENTS IX COMPARISON 87 7.1 COMPARING
TRANSITION-BASED AND GRAPH-BASED MODELS 87 7.2 COMPARING GRAMMAR-BASED
AND DATA-DRIVEN MODELS 90 7.3 SUMMARY AND FURTHER READING 93 FINAL
THOUGHTS 95 RESOURCES 97 A.I PARSERS 97 A.2 TREEBANKS 98 A.3 DEPENDENCY
PARSING WIKI 99 BIBLIOGRAPHY 101 AUTHOR BIOGRAPHIES 115
|
| any_adam_object | 1 |
| author | Kübler, Sandra McDonald, Ryan Nivre, Joakim |
| author_GND | (DE-588)141446021 |
| author_facet | Kübler, Sandra McDonald, Ryan Nivre, Joakim |
| author_role | aut aut aut |
| author_sort | Kübler, Sandra |
| author_variant | s k sk r m rm j n jn |
| building | Verbundindex |
| bvnumber | BV035447270 |
| callnumber-first | P - Language and Literature |
| callnumber-label | P98 |
| callnumber-raw | P98.5.P38 |
| callnumber-search | P98.5.P38 |
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| callnumber-subject | P - Philology and Linguistics |
| classification_rvk | ES 900 ST 306 |
| contents | 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 |
| ctrlnum | (OCoLC)699320880 (DE-599)BVBBV035447270 |
| discipline | Sprachwissenschaft Informatik Literaturwissenschaft |
| format | Book |
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| id | DE-604.BV035447270 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T21:35:28Z |
| institution | BVB |
| isbn | 1598295969 9781598295962 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-017367395 |
| oclc_num | 699320880 |
| open_access_boolean | |
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| owner_facet | DE-29T DE-12 DE-355 DE-BY-UBR DE-19 DE-BY-UBM |
| physical | XII, 115 S. graph. Darst. 24 cm |
| publishDate | 2009 |
| publishDateSearch | 2009 |
| publishDateSort | 2009 |
| publisher | Morgan & Claypool |
| record_format | marc |
| series | Synthesis lectures on human language technologies |
| series2 | Synthesis lectures on human language technologies |
| spelling | Kübler, Sandra Verfasser aut Dependency parsing Sandra Kübler, Ryan McDonald, Joakim Nivre [San Rafael, Calif.] Morgan & Claypool 2009 XII, 115 S. graph. Darst. 24 cm txt rdacontent n rdamedia nc rdacarrier Synthesis lectures on human language technologies 2 Includes bibliographical references (p. 101-114) 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 Parsing (Computer grammar) Dependency grammar Natural language processing (Computer science) Computational linguistics Syntaktische Analyse (DE-588)4058778-2 gnd rswk-swf Dependenzgrammatik (DE-588)4070299-6 gnd rswk-swf Computerlinguistik (DE-588)4035843-4 gnd rswk-swf Computerlinguistik (DE-588)4035843-4 s Syntaktische Analyse (DE-588)4058778-2 s DE-604 Dependenzgrammatik (DE-588)4070299-6 s 1\p DE-604 McDonald, Ryan Verfasser (DE-588)141446021 aut Nivre, Joakim Verfasser aut Synthesis lectures on human language technologies 2 (DE-604)BV035447238 2 HEBIS Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017367395&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Kübler, Sandra McDonald, Ryan Nivre, Joakim Dependency parsing Synthesis lectures on human language technologies 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 Parsing (Computer grammar) Dependency grammar Natural language processing (Computer science) Computational linguistics Syntaktische Analyse (DE-588)4058778-2 gnd Dependenzgrammatik (DE-588)4070299-6 gnd Computerlinguistik (DE-588)4035843-4 gnd |
| subject_GND | (DE-588)4058778-2 (DE-588)4070299-6 (DE-588)4035843-4 |
| title | Dependency parsing |
| title_auth | Dependency parsing |
| title_exact_search | Dependency parsing |
| title_full | Dependency parsing Sandra Kübler, Ryan McDonald, Joakim Nivre |
| title_fullStr | Dependency parsing Sandra Kübler, Ryan McDonald, Joakim Nivre |
| title_full_unstemmed | Dependency parsing Sandra Kübler, Ryan McDonald, Joakim Nivre |
| title_short | Dependency parsing |
| title_sort | dependency parsing |
| topic | Parsing (Computer grammar) Dependency grammar Natural language processing (Computer science) Computational linguistics Syntaktische Analyse (DE-588)4058778-2 gnd Dependenzgrammatik (DE-588)4070299-6 gnd Computerlinguistik (DE-588)4035843-4 gnd |
| topic_facet | Parsing (Computer grammar) Dependency grammar Natural language processing (Computer science) Computational linguistics Syntaktische Analyse Dependenzgrammatik Computerlinguistik |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017367395&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV035447238 |
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