000 01113nam a2200181 4500
001 3102864
010 _a 99021137
020 _a0262133601
082 0 0 _a410.285
_bMAN/F
100 1 _aManning, Christopher D.
245 1 0 _aFoundations of statistical natural language processing
260 _aCambridge, Mass
_bMIT Press
_c1999
300 _axxxvii, 680 p.
520 _aStatistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear. The book contains all the theory and algorithms needed for building NLP tools. It provides broad but rigorous coverage of mathematical and linguistic foundations, as well as detailed discussion of statistical methods, allowing students and researchers to construct their own implementations. The book covers collocation finding, word sense disambiguation, probabilistic parsing, information retrieval, and other applications.
650 0 _aComputational linguistics
700 1 _aSchütze, Hinrich.
942 _cBK
999 _c76308
_d76308