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Foundations of Statistical Natural Language Processing PDF

720 Pages·1999·2.97 MB·
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by Christopher D. Manning, Hinrich Schütze| 1999| 720 pages| 2.97|

About Foundations of Statistical Natural Language Processing

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.

Detailed Information

Author:Christopher D. Manning, Hinrich Schütze
Publication Year:1999
ISBN:9780262133609
Pages:720
Language:
File Size:2.97
Format:PDF
Price:FREE
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