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Foundations of Statistical Natural Language Processing

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Management number 219239830 Release Date 2026/05/03 List Price $50.00 Model Number 219239830
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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. Read more

ISBN10 0262058855
ISBN13 978-0262058858
Language English
Publisher The MIT Press
Item Weight 13 ounces
Print length 718 pages
Publication date March 24, 2026

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