The Oxford handbook of computational linguistics:
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Oxford, United Kingdom
Oxford University Press
2022
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| Ausgabe: | Second edition |
| Schriftenreihe: | Oxford handbooks in linguistics
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| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | xxxvi, 1329 Seiten Illustrationen, Diagramme |
| ISBN: | 9780199573691 |
Internformat
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Datensatz im Suchindex
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| adam_text | Contents Preface List ofAbbreviations The Contributors ix xi XXV PART I. LINGUISTIC FUNDAMENTALS i. Phonology Steven Bird and Jeffrey Heinz 3 2. Morphology Kemal Oflazer 29 3. Lexis Patrick Hanks 49 4. Syntax Ronald Μ. Kaplan 74 5. Semantics David Beaver and Joey Frazee 94 6. Discourse Massimo Poesio 131 7. Pragmatics Christopher Potts 157 8. Dialogue Raquel Fernández 179 PART II. COMPUTATIONAL FUNDAMENTALS: METHODS AND RESOURCES 9. Mathematical Foundations: Formal Grammars and Languages Leonor Becerra-Bonache, Gemma Bel-Enguix, Μ. Dolores Jiménez-López, and Carlos Martín-Vide 207
vi CONTENTS io. Finite-State Technology Mans Hulden 230 11. Statistical Methods: Fundamentals Christer Samuelsson and Sanja Štajner 255 12. Statistical Models for Natural Language Processing Kenneth Church 289 13. Machine Learning Raymond J. Mooney 311 14. Word Representation Omer Levy 334 15. DeepLearning359 KyunghyunCho 16. Similarity Rada Mihalcea and Samer Hassan 415 17. Evaluation Rebecca J. Passonneau and Inderjeet Mani 435 18. Sublanguages and Controlled Languages Richard I. Kittredge 454 19. Lexicography Patrick Hanks 473 20. Corpora Tony McEnery 494 21. Corpus Annotation Eduard Hovy 508 22. Ontologies Roberto Navigli 518 PART III. LANGUAGE PROCESSING TASKS 23. Text Segmentation Andrei Mikheev 549
CONTENTS Vii 24. Part-of-Speech Tagging Dan Tufiș and Radu Ion 565 25. Parsing John Carroll 587 26. Semantic Role Labelling Martha Palmer, Sameer Pradhan, and Nianwen Xue 607 27. Word Sense Disambiguation Eneko Agirre and Mark Stevenson 627 28. Computational Treatment of Multiword Expressions Carlos Ramisch and Aline Villavicencio 649 29. Textual Entailment Sebastian Padó and Ido Dagan 679 30. Anaphora Resolution Ruslan Mitkov 707 31. Temporal Processing Inderjeet Mani 730 32. Natural Language Generation John Bateman and Michael Zock 747 33. Speech Recognition Lori Lamel and Jean-Luc Gauvain 770 34. Text-to-Speech Synthesis Thierry Dutoit and Yannis Stylianou 789 PART IV. NLP APPLICATIONS 35. Machine Translation Lucia Specia and Yorick Wilks 817 36. Translation Technology Lynne Bowker and Gloria Corpas Pastor 871 37. Information Retrieval Qiaozhu Mei and Dragomir Radev 906
viii CONTENTS 38. Information Extraction Ralph Grishman 934 39. Question Answering John Prager 951 40. Text Summarization Eduard Hovy 972 41. Term Extraction Ioannis Korkontzelos and Sophia Ananiadou 991 42. Web Text Mining Ricardo Baeza-Yates, Roí Blanco, and Malú Castellanos 1013 43. Opinion Mining and Sentiment Analysis Eric Breck and Claire Cardie 1031 44. Spoken Language Dialogue Systems Robert Dale 1054 45. Multimodal Systems Elisabeth André and Jean-Claude Martin 1071 46. Automated Writing Assistance Robert Dale 1091 47. Text Simplification Horacio Saggion 1114 48. Natural Language Processing for Biomedical Texts Kevin B. Cohen 1133 49. Author Profiling and Related Applications Michael P. Oakes 1165 50. Recent Developments in Natural Language Processing Constantin Orăsan and Ruslan Mitkov 1198 Glossary Index 1243 1291
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| adam_txt |
Contents Preface List ofAbbreviations The Contributors ix xi XXV PART I. LINGUISTIC FUNDAMENTALS i. Phonology Steven Bird and Jeffrey Heinz 3 2. Morphology Kemal Oflazer 29 3. Lexis Patrick Hanks 49 4. Syntax Ronald Μ. Kaplan 74 5. Semantics David Beaver and Joey Frazee 94 6. Discourse Massimo Poesio 131 7. Pragmatics Christopher Potts 157 8. Dialogue Raquel Fernández 179 PART II. COMPUTATIONAL FUNDAMENTALS: METHODS AND RESOURCES 9. Mathematical Foundations: Formal Grammars and Languages Leonor Becerra-Bonache, Gemma Bel-Enguix, Μ. Dolores Jiménez-López, and Carlos Martín-Vide 207
vi CONTENTS io. Finite-State Technology Mans Hulden 230 11. Statistical Methods: Fundamentals Christer Samuelsson and Sanja Štajner 255 12. Statistical Models for Natural Language Processing Kenneth Church 289 13. Machine Learning Raymond J. Mooney 311 14. Word Representation Omer Levy 334 15. DeepLearning359 KyunghyunCho 16. Similarity Rada Mihalcea and Samer Hassan 415 17. Evaluation Rebecca J. Passonneau and Inderjeet Mani 435 18. Sublanguages and Controlled Languages Richard I. Kittredge 454 19. Lexicography Patrick Hanks 473 20. Corpora Tony McEnery 494 21. Corpus Annotation Eduard Hovy 508 22. Ontologies Roberto Navigli 518 PART III. LANGUAGE PROCESSING TASKS 23. Text Segmentation Andrei Mikheev 549
CONTENTS Vii 24. Part-of-Speech Tagging Dan Tufiș and Radu Ion 565 25. Parsing John Carroll 587 26. Semantic Role Labelling Martha Palmer, Sameer Pradhan, and Nianwen Xue 607 27. Word Sense Disambiguation Eneko Agirre and Mark Stevenson 627 28. Computational Treatment of Multiword Expressions Carlos Ramisch and Aline Villavicencio 649 29. Textual Entailment Sebastian Padó and Ido Dagan 679 30. Anaphora Resolution Ruslan Mitkov 707 31. Temporal Processing Inderjeet Mani 730 32. Natural Language Generation John Bateman and Michael Zock 747 33. Speech Recognition Lori Lamel and Jean-Luc Gauvain 770 34. Text-to-Speech Synthesis Thierry Dutoit and Yannis Stylianou 789 PART IV. NLP APPLICATIONS 35. Machine Translation Lucia Specia and Yorick Wilks 817 36. Translation Technology Lynne Bowker and Gloria Corpas Pastor 871 37. Information Retrieval Qiaozhu Mei and Dragomir Radev 906
viii CONTENTS 38. Information Extraction Ralph Grishman 934 39. Question Answering John Prager 951 40. Text Summarization Eduard Hovy 972 41. Term Extraction Ioannis Korkontzelos and Sophia Ananiadou 991 42. Web Text Mining Ricardo Baeza-Yates, Roí Blanco, and Malú Castellanos 1013 43. Opinion Mining and Sentiment Analysis Eric Breck and Claire Cardie 1031 44. Spoken Language Dialogue Systems Robert Dale 1054 45. Multimodal Systems Elisabeth André and Jean-Claude Martin 1071 46. Automated Writing Assistance Robert Dale 1091 47. Text Simplification Horacio Saggion 1114 48. Natural Language Processing for Biomedical Texts Kevin B. Cohen 1133 49. Author Profiling and Related Applications Michael P. Oakes 1165 50. Recent Developments in Natural Language Processing Constantin Orăsan and Ruslan Mitkov 1198 Glossary Index 1243 1291 |
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| spelling | The Oxford handbook of computational linguistics edited by Ruslan Mitkov Handbook of computational linguistics Computational linguistics Second edition Oxford, United Kingdom Oxford University Press 2022 xxxvi, 1329 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Oxford handbooks in linguistics Computerlinguistik (DE-588)4035843-4 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Computerlinguistik (DE-588)4035843-4 s DE-604 Mitkov, Ruslan (DE-588)1190833409 edt Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033224791&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
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| title | The Oxford handbook of computational linguistics |
| title_alt | Handbook of computational linguistics Computational linguistics |
| title_auth | The Oxford handbook of computational linguistics |
| title_exact_search | The Oxford handbook of computational linguistics |
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| title_full | The Oxford handbook of computational linguistics edited by Ruslan Mitkov |
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