图书简介

Preface; 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 Fernandez: Dialogue; Part II. Computational Fundamentals: Methods and Resources; 9 Leonor Becerra-Bonache, Gemma Bel-Enguix, M. Dolores Jimenez-Lopez, and Carlos Martin-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 Pado 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 Malu 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

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