Document (#38604)

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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