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Bayesian Analysis in Natural Language Processing - Synthesis Lectures on Human Language Technologies Shay Cohen 2 Revised edition
Bayesian Analysis in Natural Language Processing - Synthesis Lectures on Human Language Technologies
Shay Cohen
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
| メディア | 書籍 Paperback Book (ソフトカバーで背表紙を接着した本) |
| リリース済み | 2019年4月9日 |
| ISBN13 | 9781681735269 |
| 出版社 | Morgan & Claypool Publishers |
| ページ数 | 343 |
| 寸法 | 150 × 220 × 10 mm · 516 g (重量（概算）) |
| 言語 | 英語 |
| シリーズ編集者 | Hirst, Graeme |
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