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Foundations of Statistical Natural Language Processing

Foundations of Statistical Natural Language Processing

Paperback

Linguistics

Currently unavailable to order

ISBN10: 0262058855
ISBN13: 9780262058858
Publisher: MIT Press
Published: Mar 24 2026
Pages: 718
Language: English
Statistical 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.

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