Foundations of Statistical Natural Language Processing

Foundations of Statistical Natural Language Processing

Christopher D. Manning, Hinrich Sch├╝tze


Statistical techniques to processing usual language textual content became dominant lately. This foundational textual content is the 1st finished creation to statistical normal language processing (NLP) to seem. The e-book includes the entire idea and algorithms wanted for development NLP instruments. It presents large yet rigorous insurance of mathematical and linguistic foundations, in addition to certain dialogue of statistical equipment, permitting scholars and researchers to build their very own implementations. The ebook covers collocation discovering, notice feel disambiguation, probabilistic parsing, details retrieval, and different applications.

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