Foundations of Statistical Natural Language Processing 1st Edition

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Management number 225237562 Release Date 2026/05/09 List Price US$34.25 Model Number 225237562
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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 0262133601
ISBN13 978-0262133609
Edition 1st
Language English
Publisher The MIT Press
Dimensions 8.27 x 1.18 x 9.29 inches
Grade level 12 and up
Item Weight 2.89 pounds
Reading age 18 years and up
Print length 620 pages
Publication date June 18, 1999

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