[PDF.01dl] Language Modeling for Information Retrieval (The Information Retrieval Series)

Language Modeling for Information Retrieval (The Information Retrieval Series)

[PDF.us02] Language Modeling for Information Retrieval (The Information Retrieval Series)

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 | #7631435 in Books |  2010-12-07 |  2013-10-04 | Original language:English | PDF # 1 |  9.25 x.60 x6.10l,.92 | File type: PDF | 246 pages

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A statisticallanguage model, or more simply a language model, is a prob­ abilistic mechanism for generating text. Such adefinition is general enough to include an endless variety of schemes. However, a distinction should be made between generative models, which can in principle be used to synthesize artificial text, and discriminative techniques to classify text into predefined cat­ egories. The first statisticallanguage modeler was Claude Shannon. In exploring t...

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