Manning, Christopher D <br/><br/>
Foundations of statistical natural language processing / 
Christopher D. Manning, Hinrich Schütze. 
 - Cambridge :  MIT Press ,  1999. 
 - xxxvii, 657 pages :  24 cm. 
<br/><br/>Include bibliographical reference and index. 
<br/><br/>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. 
<br/><br/><label>ISBN: </label>9780262133609 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Computational linguistics--Statistical methods
<br/><br/><label>Dewey Class. No.: </label>410.285  / MAN