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    Foundations of Statistical Natural Language Processing (Hardback) By (author) Christopher D. Manning, By (author) Hinrich Schutze

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    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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  • Full bibliographic data for Foundations of Statistical Natural Language Processing

    Title
    Foundations of Statistical Natural Language Processing
    Authors and contributors
    By (author) Christopher D. Manning, By (author) Hinrich Schutze
    Physical properties
    Format: Hardback
    Number of pages: 720
    Width: 213 mm
    Height: 234 mm
    Thickness: 33 mm
    Weight: 1,338 g
    Language
    English
    ISBN
    ISBN 13: 9780262133609
    ISBN 10: 0262133601
    Classifications

    B&T Book Type: NF
    BIC E4L: LAN
    B&T Modifier: Region of Publication: 01
    Nielsen BookScan Product Class 3: S1.5
    BIC subject category V2: CF
    B&T General Subject: 480
    BISAC V2.8: LAN009000
    Ingram Subject Code: LA
    Libri: I-LA
    Warengruppen-Systematik des deutschen Buchhandels: 15600
    B&T Modifier: Academic Level: 02
    B&T Modifier: Text Format: 06
    B&T Merchandise Category: UP
    DC21: 006.35
    DC22: 410.285
    BIC subject category V2: UYQL, JMAQ
    DC22: 410/.285
    B&T Approval Code: A22200000
    LC subject heading: ,
    B&T Approval Code: A22190000
    LC classification: P98.5.S83 M36 1999, P98.5
    Thema V1.0: CF, UYQL, JMAQ
    Publisher
    MIT Press Ltd
    Imprint name
    MIT Press
    Publication date
    30 July 1999
    Publication City/Country
    Cambridge, Mass.
    Review quote
    "Statistical natural-language processing is, in my estimation, one ofthe most fast-moving and exciting areas of computer science thesedays. Anyone who wants to learn this field would be well advised toget this book. For that matter, the same goes for anyone who isalready in the field. I know that it is going to be one of the mostwell-thumbed books on my bookshelf." Eugene Charniak , Department of Computer Science, Brown University