Foundations of statistical natural language processing
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Contributions
- Schütze, Hinrich. - Contributor
Publication
1999 - MIT Press, Cambridge, Mass, Massachusetts
Language
English
Word Count
170,000 words, Guess
Page Count
680 pages
Identifiers
- Open LibraryOL35843M
- ISBN-100262133601
- OCLC Control Number40848647
- OCLC Control Number53299892
- OCLC Control Number44103190
and 6 more
- OCLC Control Number1023583091
- Internet Archivefoundationsstati00mann_042
- Library of Congress Control Number99021137
- LibraryThing124093
- Goodreads776349
- WikidataQ115664565
Classifications
- DDC410/.285
- LCCP98.5.S83 M36 1999
Description
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. - [Source][1] [1]: http://books.google.com/books?id=YiFDxbEX3SUC&source=gbs_ViewAPI
Subjects
Topics
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- Foundations of statistical natural language processing
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