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Foundations of statistical natural language processing / Christopher D. Manning, Hinrich Schütze.

By: Contributor(s): Material type: TextTextLanguage: English Publication details: Cambridge : MIT Press , 1999.Description: xxxvii, 657 pages : 24 cmISBN:
  • 9780262133609
Subject(s): DDC classification:
  • 410.285 MAN
Contents:
I:Preliminaries -- 1.Introduction -- 2.Mathematical foundations -- 3.Linguistic essentials -- 4.Corpus-based work -- II: Words -- 5. Collocations -- 6. Statistical inference: n-gram models over sparse data -- 7. Word sense disambiguation -- 8.Lexical acquisition -- III: Grammar -- 9. Markov models -- 10. Part-of-speech tagging -- 11. Probabilistic context free grammars -- 12. Probabilistic parsing -- IV. Applications and techniques -- 13. Statistical alignment and machine translation -- 14. Clustering -- 15. Topics in information retrieval -- 16. Text categorization.
List(s) this item appears in: New Arrivals - December 1st to 30th 2025
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Item type Current library Call number Status Barcode
Books Institute of Public Enterprise, Library S Campus 410.285 MAN (Browse shelf(Opens below)) Available (Restricted Access) 50757

Include bibliographical reference and index.

I:Preliminaries -- 1.Introduction -- 2.Mathematical foundations -- 3.Linguistic essentials -- 4.Corpus-based work -- II: Words -- 5. Collocations -- 6. Statistical inference: n-gram models over sparse data -- 7. Word sense disambiguation -- 8.Lexical acquisition -- III: Grammar -- 9. Markov models -- 10. Part-of-speech tagging -- 11. Probabilistic context free grammars -- 12. Probabilistic parsing -- IV. Applications and techniques -- 13. Statistical alignment and machine translation -- 14. Clustering -- 15. Topics in information retrieval -- 16. Text categorization.

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