The Oxford Handbook of Computational Linguistics 2nd Edition Ruslan Mitkov (Editor)

The Oxford Handbook of Computational Linguistics 2nd Edition Ruslan Mitkov (Editor) – Ebook Instant Download/Delivery ISBN(s): 9780199573691,0199573697, 9780191625541, 019162554X

Product details:
• ISBN 10: 019162554X
• ISBN 13: 9780191625541
• Author: Ruslan Mitkov (editor)

Ruslan Mitkov’s highly successful Oxford Handbook of Computational Linguistics has been substantially revised and expanded in this second edition. Alongside updated accounts of the topics covered in the first edition, it includes 17 new chapters on subjects such as semantic role-labelling, text-to-speech synthesis, translation technology, opinion mining and sentiment analysis, and the application of Natural Language Processing in educational and biomedical contexts, among many others.

Table contents:

1. Phonology

2. Morphology

3. Lexis

4. Syntax

5. Semantics

6. Discourse

7. Pragmatics

8. Dialogue

Computational Fundamentals: Methods and Resources

9. Mathematical Foundations: Formal Grammars and Languages

10. Finite-State Technology

11. Statistical Methods: Fundamentals

12. Statistical Models for Natural Language Processing

13. Machine Learning

14. Word Representation

15. Deep Learning

16. Similarity

17. Evaluation

18. Sublanguages and Controlled Languages

19. Lexicography

20. Corpora

21. Corpus Annotation

22. Ontologies

Language Processing Tasks

23. Text Segmentation

24. Part-of-Speech Tagging

25. Parsing

26. Semantic Role Labelling

27. Word Sense Disambiguation

28. Computational Treatment of Multiword Expressions

29. Textual Entailment

30. Anaphora Resolution

31. Temporal Processing

32. Natural Language Generation

33. Speech Recognition

34. Text-to-Speech Synthesis

35. Machine Translation

36. Translation Technology

37. Information Retrieval

38. Information Extraction

39. Question Answering

40. Text Summarization

41. Term Extraction

42. Web Text Mining

43. Opinion Mining and Sentiment Analysis

44. Spoken Language Dialogue Systems

45. Multimodal Systems

46. Automated Writing Assistance

47. Text Simplification

48. Natural Language Processing for Biomedical Texts

49. Author Profiling and Related Applications

50. Recent Developments in Natural Language Processing

People also search:

the oxford handbook of computational linguistics pdf

the oxford handbook of comparative politics

the oxford handbook of linguistic interfaces

the oxford handbook of cognitive engineering

the oxford handbook of computational linguistics 2nd edition pdf

the oxford handbook of cognitive literary studies