TY - BOOK AU - Manning,Christopher D AU - Schutze,Hinrich TI - Foundations of statistical natural language processing SN - 9780262133609 U1 - 410.285 PY - 1999/// CY - Cambridge PB - MIT Press KW - Computational linguistics KW - Statistical methods N1 - 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 ER -