Oxford Handbook of Computational Linguistics

Ruslan Mitkov (Redaktør)

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Forlag: Oxford University Press
Innbinding: Innbundet
Språk: Engelsk
ISBN: 9780199573691
Utgave: 2. utg.
Format: 25 x 18 cm

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«'An excellent reference book that provides a wealth of information and enables the experienced reader to enter quickly into new subject areas of computational linguistics and natural language processing. . . . The particular strengths of the OHCL are the comprehensive computation-oriented discussion of the fundamental linguistic issues and the broad coverage of NLP methods and resources.'»

Linguist List

«Review from previous edition 'A highly stimulating and impressive book which should be found in every library and every linguistics department. I strongly recommend it.'»

International Journal of Lexicography
List of abbreviations
The contributors
Part I. Linguistic Fundamentals
1: Steven Bird and Jeffrey Heinz: Phonology
2: Kemal Oflazer: Morphology
3: Patrick Hanks: Lexis
4: Ronald M. Kaplan: Syntax
5: David Beaver and Joey Frazee: Semantics
6: Massimo Poesio: Discourse
7: Christopher Potts: Pragmatics
8: Raquel Fernández: Dialogue
Part II. Computational Fundamentals: Methods and Resources
9: Leonor Becerra-Bonache, Gemma Bel-Enguix, M. Dolores Jiménez-López, and Carlos Martín-Vide: Mathematical Foundations, Formal Grammars and Languages
10: Mans Hulden: Finite-State Technology
11: Christer Samuelsson and Sanja Stajner: Statistical Methods: Fundamentals
12: Kenneth Church: Statistical Models for Natural Language Processing
13: Raymond J. Mooney: Machine Learning
14: Omer Levy: Word Representation
15: Kyunghyun Cho: Deep Learning
16: Rada Mihalcea and Samer Hassan: Similarity
17: Rebecca Passonneau and Inderjeet Mani: Evaluation
18: Richard I. Kittredge: Sublanguages and Controlled Languages
19: Patrick Hanks: Lexicography
20: Tony McEnery: Corpora
21: Eduard Hovy: Corpus Annotation
22: Roberto Navigli: Ontologies
Part III. Language Processing Tasks
23: Andrei Mikheev: Text Segmentation
24: Dan Tufis and Radu Ion: Part-of-Speech Tagging
25: John Carroll: Parsing
26: Martha Palmer, Sameer Pradhan, and Nianwen Xue: Semantic Role Labelling
27: Eneko Agirre and Mark Stevenson: Word Sense Disambiguation
28: Carlos Ramisch and Aline Villavicencio: Computational Treatment of Multiword Expressions
29: Sebastian Padó and Ido Dagan: Textual Entailment
30: Ruslan Mitkov: Anaphora Resolution
31: Inderjeet Mani: Temporal Processing
32: Michael Zock and John Bateman: Natural Language Generation
33: Lori Lamel and Jean-Luc Gauvain: Speech Recognition
34: Thierry Dutoit and Yannis Stylianou: Text-to-Speech Synthesis
Part IV. Natural Language Processing Applications
35: Lucia Specia and Yorick Wilks: Machine Translation
36: Lynne Bowker and Gloria Corpas Pastor: Translation Technology
37: Qiaozhu Mei and Dragomir Radev: Information Retrieval
38: Ralph Grishman: Information Extraction
39: John M. Prager: Question Answering
40: Eduard Hovy: Text Summarization
41: Ioannis Korkontzelos and Sophia Ananiadou: Term Extraction
42: Ricardo Baeza-Yates, Roi Blanco, and Malú Castellanos: Web Text Mining
43: Eric Breck and Claire Cardie: Opinion Mining and Sentiment Analysis
44: Robert Dale: Spoken Language Dialogue Systems
45: Elisabeth Andre and Jean-Claude Martin: Multimodal Systems
46: Jill Burstein, John Sabatini, and Jane Shore: Natural Language Processing for Educational Applications
47: Robert Dale: Automated Writing Assistance
48: Horacio Saggion: Text Simplification
49: Kevin B. Cohen: Natural Language Processing for Biomedical Texts
50: Michael P. Oakes: Author Profiling and Related Applications
51: Constantin Orasan and Ruslan Mitkov: Recent Natural Language Processing Applications