Foundations of statistical natural language processing (Record no. 52083)

MARC details
000 -LEADER
fixed length control field 02017nam a22002057a 4500
003 - CONTROL NUMBER IDENTIFIER
control field ISURa
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 191126b xxu||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780262133609
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 410.285
Item number MAN
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Manning, Christopher D.
9 (RLIN) 84727
245 ## - TITLE STATEMENT
Title Foundations of statistical natural language processing
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Cambridge
Name of publisher, distributor, etc Mass. : MIT Press
Date of publication, distribution, etc 1999
Date of manufacture 1999
300 ## - PHYSICAL DESCRIPTION
Extent xxxvii, 680 p.
Dimensions 24 cm.
500 ## - GENERAL NOTE
General note List of Tables --<br/>List of Figures --<br/>Table of Notations --<br/>Preface --<br/>Road Map --<br/>I. Preliminaries --<br/>1. Introduction --<br/>2. Mathematical Foundations --<br/>3. Linguistics Essentials --<br/>4. Corpus-Based Work --<br/>II. Words --<br/>5. Collocations --<br/>6. Statistical Inference: n-gram Models over Sparse Data --<br/>7. Word Sense Disambiguation --<br/>8. Lexical Acquisition --<br/>III. Grammar --<br/>9. Markov Models --<br/>10. Part-of-Speech Tagging --<br/>11. Probabilistic Context Free Grammars --<br/>12. Probabilistic Parsing --<br/>IV. Applications and Techniques --<br/>13. Statistical Alignment and Machine Translation --<br/>14. Clustering --<br/>15. Topics in Information Retrieval --<br/>16. Text Categorization --<br/>Tiny Statistical Tables --<br/>Bibliography --
520 ## - SUMMARY, ETC.
Summary, etc "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. Book jacket."--Jacket.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computational linguistics--Statistical methods
9 (RLIN) 74901
Topical term or geographic name as entry element Computational linguistics
9 (RLIN) 2426
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Schütze, Hinrich
9 (RLIN) 74937
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Lending Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Shelving location Date acquired Cost, normal purchase price Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
    Dewey Decimal Classification     Reference Collection Applied Sciences Library Applied Sciences Library Reference Section 26/11/2019 19797.00   410.285 MAN 113561 26/11/2019 26/11/2019 Sheduled Reference
    Dewey Decimal Classification     Lending Collection Applied Sciences Library Applied Sciences Library Lending Section 26/11/2019 19797.00   410.285 MAN 113562 26/11/2019 26/11/2019 Lending Books