Bayesian Analysis in Natural Language Processing - Synthesis Lectures on Human Language Technologies - Shay Cohen - 图书 - Morgan & Claypool Publishers - 9781681735269 - 2019年4月9日
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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

介质类型 图书     Paperback Book   (平装胶订图书)
已发行 2019年4月9日
ISBN13 9781681735269
出版商 Morgan & Claypool Publishers
页数 343
商品尺寸 150 × 220 × 10 mm   ·   516 g   (预估重量)
语言 英语  
丛书主编 Hirst, Graeme

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