Bayesian Analysis in Natural Language Processing - Synthesis Lectures on Human Language Technologies - Shay Cohen - Books - Morgan & Claypool Publishers - 9781681735269 - April 9, 2019
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Shay Cohen
Bayesian Analysis in Natural Language Processing - Synthesis Lectures on Human Language Technologies 2 Revised edition

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Covers the methods and algorithms that are needed to fluently read Bayesian learning papers in natural language processing (NLP) and to do research in the area. The authors explore inference techniques such as Markov chain Monte Carlo sampling and variational inference, Bayesian estimation, and nonparametric modelling.

343 pages

Media Books     Paperback Book   (Book with soft cover and glued back)
Released April 9, 2019
ISBN13 9781681735269
Publishers Morgan & Claypool Publishers
Pages 343
Dimensions 150 × 220 × 10 mm   ·   516 g   (Weight (estimated))
Language English  
Series Editor Hirst, Graeme

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