Foundations of statistical natural language processing - Info and Reading Options
By Christopher D. Manning and Hinrich Schütze
"Foundations of statistical natural language processing" was published by MIT Press in 1999 - Cambridge, Mass, it has 680 pages and the language of the book is English.
“Foundations of statistical natural language processing” Metadata:
- Title: ➤ Foundations of statistical natural language processing
- Authors: Christopher D. ManningHinrich Schütze
- Language: English
- Number of Pages: 680
- Publisher: MIT Press
- Publish Date: 1999
- Publish Location: Cambridge, Mass
“Foundations of statistical natural language processing” Subjects and Themes:
- Subjects: ➤ Natural Language Processing - Natural Language Processing (Computer Science) - Statistical methods - Computational linguistics - open_syllabus_project - Computational linguistics--statistical methods - Linguistics--methods - Statistics as topic - Computer-assisted instruction - P98.5.s83 m36 2003 - 410/.285
Edition Specifications:
- Pagination: xxxvii, 680 p. ;
Edition Identifiers:
- The Open Library ID: OL35843M - OL14866496W
- Online Computer Library Center (OCLC) ID: 40848647 - 53299892
- Library of Congress Control Number (LCCN): 99021137
- ISBN-10: 0262133601
- All ISBNs: 0262133601
AI-generated Review of “Foundations of statistical natural language processing”:
"Foundations of statistical natural language processing" Table Of Contents:
- 1- 1. Introduction
- 2- 2. Mathematical Foundations
- 3- 3. Linguistic Essentials
- 4- 4. Corpus-Based Work
- 5- 5. Collocations
- 6- 6. Statistical Inference: n-gram Models over Sparse Data
- 7- 7. Word Sense Disambiguation
- 8- 8. Lexical Acquisition
- 9- 9. Markov Models
- 10- 10. Part-of-Speech Tagging
- 11- 11. Probabilistic Context Free Grammars
- 12- 12. Probabilistic Parsing
- 13- 13. Statistical Alignment and Machine Translation
- 14- 14. Clustering
- 15- 15. Topics in Information Retrieval
- 16- 16. Text Categorization
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