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LCSH

Documentation / Data processing

Subject

Documentation / Data processing

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LCSH

Data processing

Subject

Data processing

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LCSH

Natural language processing (Computer science)

Series

Kluwer international series in engineering and computer science ; 152 : Natural language processing and machine translation

Subject

Natural language processing (Computer science)

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Abstract

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.

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