Foundations of statistical natural language processing
By: Christopher D. Manning, Hinrich Schütze.
Contributors: Schütze, Hinrich.
Publisher: MIT Press; The MIT Press
Published: 1999
Place of publication: Cambridge, Mass
Language: eng
Number of pages: 680
Subjects: Computational linguistics -- Statistical methods.
Notes: Includes bibliographical references (p. 611-655) and index.
Table of contents: title: 1.  Introduction; title: 2. Mathematical Foundations; title: 3. Linguistic Essentials; title: 4. Corpus-Based Work; title: 5. Collocations; title: 6. Statistical Inference: n-gram Models over Sparse Data; title: 7. Word Sense Disambiguation; title: 8. Lexical Acquisition; title: 9. Markov Models; title: 10. Part-of-Speech Tagging; title: 11. Probabilistic Context Free Grammars; title: 12. Probabilistic Parsing; title: 13. Statistical Alignment and Machine Translation; title: 14. Clustering; title: 15. Topics in Information Retrieval; title: 16. Text Categorization