Search Results for author: Evgeny Lagutin

Found 2 papers, 2 papers with code

Local-Global MCMC kernels: the best of both worlds

1 code implementation4 Nov 2021 Sergey Samsonov, Evgeny Lagutin, Marylou Gabrié, Alain Durmus, Alexey Naumov, Eric Moulines

Recent works leveraging learning to enhance sampling have shown promising results, in particular by designing effective non-local moves and global proposals.

Implicit Unlikelihood Training: Improving Neural Text Generation with Reinforcement Learning

1 code implementation EACL 2021 Evgeny Lagutin, Daniil Gavrilov, Pavel Kalaidin

Likelihood training and maximization-based decoding result in dull and repetitive generated texts even when using powerful language models (Holtzman et al., 2019).

Language Modelling reinforcement-learning +2

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