Foundations of Statistical Natural Language Processing

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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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    Number of Pages: 720
    Format(s): Hardback - ISBN: 9780262133609
    Publication Date:
    Listed in: Linguistics, Cognitivism, cognitive theory, Natural language & machine translation
    Publisher: MIT Press

    Books by Christopher D. Manning

    Hardback

    RRP: £85.00

    Sale Price: £53.46

    Save: £31.54 per copy!

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