The Oxford handbook of computational linguistics

edited by Ruslan Mitkov

Thirty-eight chapters, commissioned from experts all over the world, describe major concepts, methods, and applications in computational linguistics. Part I, Linguistic Fundamentals, provides an overview of the field suitable for senior undergraduates and non-specialists from other fields of linguistics and related disciplines. Part II describes current tasks, techniques, and tools in Natural Language Processing and aims to meet the needs of post-doctoral workers and others embarking on computational language research. Part III surveys current Applications. The book is a state-of-the-art reference to the one of the most active and productive fields in linguistics. It will be of interest and practical use to a wide range of linguists, as well as to researchers in such fields as informatics, artificial intelligence, language engineering, and cognitive science.

「Nielsen BookData」より

[目次]

  • PART I: FUNDAMENTALS
  • 1. Phonology
  • 2. Morphology
  • 3. Computational Lexicography
  • 4. Syntax
  • 5. Semantics
  • 6. Discourse
  • 7. Pragmatics and Dialogue
  • 8. Formal Grammars and Languages
  • 9. Complexity
  • PART II: PROCESSES, METHODS, AND RESOURCES
  • 10. Text Segmentation
  • 11. Part-of-Speech Tagging
  • 12. Parsing
  • 13. Word-Sense Disambiguation
  • 14. Anaphora Resolution
  • 15. Natural Language Generation
  • 16. Speech Recognition
  • 17. Text-to-Speech Synthesis
  • 18. Finite-State Technology
  • 19. Statistical Methods
  • 20. Machine Learning
  • 21. Lexical Knowledge Acquisition
  • 22. Evaluation
  • 23. Sublanguages and Controlled Languages
  • 24. Corpora
  • 25. Ontologies
  • 26. Tree-Adjoining Grammars
  • PART III: APPLICATIONS
  • 27. Machine Translation: General Overview
  • 28. Machine Translation: Latest Developments
  • 29. Information Retrieval
  • 30. Information Extraction
  • 31. Question Answering
  • 32. Text Summarization
  • 33. Term Extraction and Automatic Indexing
  • 34. Text Data Mining
  • 35. Natural Language Interaction
  • 36. Natural Language in Multimodal and Multimedia Systems
  • 37. Natural Language Processing in Computer-Aided Language Learning
  • 38. Multilingual On-Line Natural Language Processing

「Nielsen BookData」より

この本の情報

書名 The Oxford handbook of computational linguistics
著作者等 Mitkov, Ruslan
出版元 Oxford University Press
刊行年月 2003
ページ数 xx, 784 p.
大きさ 26 cm
ISBN 0198238827
NCID BA60902676
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言語 英語
出版国 イギリス
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