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Foundations of Statistical Natural Language Processing

Language EnglishEnglish
Book Hardback
Book Foundations of Statistical Natural Language Processing Christopher S Manning
Libristo code: 04044299
Publishers MIT Press Ltd, May 1999
Statistical approaches to processing natural language text have become dominant in recent years. Thi... Full description
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Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear. The book contains all the theory and algorithms needed for building NLP tools. It provides broad but rigorous coverage of mathematical and linguistic foundations, as well as detailed discussion of statistical methods, allowing students and researchers to construct their own implementations. The book covers collocation finding, word sense disambiguation, probabilistic parsing, information retrieval, and other applications.

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About the book

Full name Foundations of Statistical Natural Language Processing
Author Christopher S Manning
Language English
Binding Book - Hardback
Date of issue 1999
Number of pages 720
EAN 9780262133609
ISBN 0262133601
Libristo code 04044299
Publishers MIT Press Ltd
Weight 1358
Dimensions 210 x 237 x 29

Categories

Society & Social Sciences > Psychology > Psychological theory, systems, schools & viewpoints > Cognitivism, cognitive theory
Computing & Information Technology > Computer science > Artificial intelligence > Natural language & machine translation
Language & Linguistics > Linguistics
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