Foundations of Statistical Natural Language Processing
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Foundations of Statistical Natural Language Processing by Christopher D. Manning
Book DescriptionStatistical 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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Book DetailsISBN: 9780262133609
(229mm x 203mm x 22mm)
Imprint: MIT Press
Publisher: MIT Press Ltd
Publish Date: 30-Jul-1999
Country of Publication: United States
Books By Author Christopher D. Manning
Introduction to Information Retrieval, Hardback (July 2008)» View all books by Christopher D. Manning
A class-tested and up-to-date textbook for introductory courses on information retrieval.
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