Description

Book Synopsis
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.

Foundations of Statistical Natural Language

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A Hardback by Christopher Manning, Hinrich Schuetze

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    View other formats and editions of Foundations of Statistical Natural Language by Christopher Manning

    Publisher: MIT Press Ltd
    Publication Date: 28/05/1999
    ISBN13: 9780262133609, 978-0262133609
    ISBN10: 0262133601
    Also in:
    Computing Natural language and machine translation Linguistics Cognitivism, cognitive theory

    Description

    Book Synopsis
    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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