43 citations · 71 across the 6 of their papers we have counts for
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cs.CL2018★ 1 cited
Fine-tuning of Language Models with Discriminator
Vadim Popov, Mikhail Kudinov
Cross-entropy loss is a common choice when it comes to multiclass classification tasks and language modeling in particular. Minimizing this loss results in language models of very…
cs.CL2017★ 1 cited
Differentially Private Distributed Learning for Language Modeling Tasks
Vadim Popov, Mikhail Kudinov, Irina Piontkovskaya +2
One of the big challenges in machine learning applications is that training data can be different from the real-world data faced by the algorithm. In language modeling, users' lang…