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Foundations of Statistical Natural Language Processing PDF

717 Pages·1999·6.338 MB·
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by Christopher D. Manning, Hinrich Schuetze| 1999| 717 pages| 6.338|

About Foundations of Statistical Natural Language Processing

"Statistical natural-language processing is, in my estimation, one of the most fast-moving and exciting areas of computer science these days. Anyone who wants to learn this field would be well advised to get this book. For that matter, the same goes for anyone who is already in the field. I know that it is going to be one of the most well-thumbed books on my bookshelf." -- Eugene Charniak, Department of Computer Science, Brown University 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. More on this book

Detailed Information

Author:Christopher D. Manning, Hinrich Schuetze
Publication Year:1999
ISBN:262133601
Pages:717
Language:
File Size:6.338
Format:PDF
Price:FREE
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