000 01190pam a2200193 a 4500
005 20260105120942.0
020 _a9780262133609
041 _aENG
082 0 0 _a410.285
_bMAN
100 1 _aManning, Christopher D
245 1 0 _aFoundations of statistical natural language processing /
_cChristopher D. Manning, Hinrich Schütze.
260 _aCambridge :
_bMIT Press ,
_c1999.
300 _axxxvii, 657 pages :
_c24 cm.
504 _aInclude bibliographical reference and index.
505 _aI: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.
650 0 _aComputational linguistics
_xStatistical methods
700 1 _aSchutze, Hinrich.
942 _2ddc
_cBK
999 _c24163
_d24163