32 citations · 212 across the 25 of their papers we have counts for
Showing 2018Show all
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cs.CL2018★ 11 cited
What is wrong with style transfer for texts?
Alexey Tikhonov, Ivan P. Yamshchikov
A number of recent machine learning papers work with an automated style transfer for texts and, counter to intuition, demonstrate that there is no consensus formulation of this NLP…
cs.CL2018★ 11 cited
Guess who? Multilingual approach for the automated generation of author-stylized poetry
Alexey Tikhonov, Ivan P. Yamshchikov
This paper addresses the problem of stylized text generation in a multilingual setup. A version of a language model based on a long short-term memory (LSTM) artificial neural netwo…
cs.SI2018
Community Detection through Likelihood Optimization: In Search of a Sound Model
Liudmila Prokhorenkova, Alexey Tikhonov
Community detection is one of the most important problems in network analysis. Among many algorithms proposed for this task, methods based on statistical inference are of particula…