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Foundations of Statistical Natural Language Processing by Hinrich Schutze and Christopher Manning (1999, Hardcover)

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This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear. Th contains all the theory and algorithms needed for building NLP tools. Th covers collocation finding, word sense disambiguation, probabilistic parsing, information retrieval, and other applications.