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Book synopsis

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.

Book details

Book category Books in English Society & social sciences Psychology Psychological theory & schools of thought

• Full title: Foundations of Statistical Natural Language Processing
• Author: Christopher S Manning
• Language: English
• Binding: Hardback
• Number of pages: 720
• EAN: 9780262133609
• ISBN: 0262133601
• ID: 04044299
• Publisher: MIT Press Ltd
• Weight: 1358 g
• Dimensions: 237 × 210 × 29 mm
• Date of publishing: 28. May 1999

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