Foundations of Statistical Natural Language Processing

Foundations of Statistical Natural Language Processing

Christopher D. Manning, Hinrich Schütze


Statistical techniques to processing common language textual content became dominant lately. This foundational textual content is the 1st complete advent to statistical average language processing (NLP) to seem. The booklet comprises the entire conception and algorithms wanted for construction NLP instruments. It offers vast yet rigorous insurance of mathematical and linguistic foundations, in addition to exact dialogue of statistical tools, permitting scholars and researchers to build their very own implementations. The e-book covers collocation discovering, be aware feel disambiguation, probabilistic parsing, details retrieval, and different applications.

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