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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