Document (#38605)

Author

Manning, C.D.
Schütze, H.

Title

Foundations of statistical natural language processing

Issue

2. printing with corrections.

Imprint

Cambridge, Mass. : MIT Press

Year

2000

Pages

XXXVII, 680 S

Isbn

0-262-13360-1

Abstract

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.

Theme

Computerlinguistik

LCSH

Computational linguistics
Statistical methods

RSWK

Computerlinguistik / Natürliche Sprache / Sprachstatistik

BK

17.46 (Mathematische Linguistik)
18.00 (Einzelne Sprachen und Literaturen allgemein)
54.75 (Sprachverarbeitung) <Informatik>

DDC

410/.285

GHBS

BFM (PB)
BFL (PB)
TZH (HA)

LCC

P98.5.S83

RVK

ES 910
ST 306

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5. Wiggins, R.; Matthews, J.A.: Plateaus, peaks, and promises : the Infonortics '98 search engines conference (1998) 0.22

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