Using stochastic computation graphs formalism for optimization of sequence-to-sequence model. - Eugene A. Golikov; Vlad Zhukov; Maksim Kretov (CoRR, 2017)

Differentiable lower bound for expected BLEU score. - Vlad Zhukov; Maksim Kretov (CoRR, 2017)

Embedding-reparameterization procedure for manifold-valued latent variables in generative models. - Eugene A. Golikov; Maksim Kretov (CoRR, 2018)

Few-shot classification in named entity recognition task. - Alexander Fritzler; Varvara Logacheva; Maksim Kretov (SAC, 2019)