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Bayesian Analysis in Natural Language Processing - Synthesis Lectures on Human Language Technologies Shay Cohen 2 Revised edition
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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
| Media | Bøker Pocketbok (Bok med mykt omslag og limt rygg) |
| Utgitt | 9. april 2019 |
| ISBN13 | 9781681735269 |
| Utgivere | Morgan & Claypool Publishers |
| Antall sider | 343 |
| Mål | 150 × 220 × 10 mm · 516 g (Estimert vekt) |
| Språk | Engelsk |
| Serieredaktør | Hirst, Graeme |
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