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Bayesian Analysis in Natural Language Processing (Synthesis Lectures on Human Language Technologies)

Shay Cohen




[PDF.oc98] Bayesian Analysis in Natural Language Processing (Synthesis Lectures on Human Language Technologies)

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 | #3093218 in Books |  2016-06-01 | Original language:English |  9.25 x.58 x7.52l,1.06 | File type: PDF | 276 pages

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Natural language processing (NLP) went through a profound transformation in the mid-1980s when it shifted to make heavy use of corpora and data-driven techniques to analyze language. Since then, the use of statistical techniques in NLP has evolved in several ways. One such example of evolution took place in the late 1990s or early 2000s, when full-fledged Bayesian machinery was introduced to NLP. This Bayesian approach to NLP has come to accommodate for various shortc...

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