Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols. - Serhii Havrylov; Ivan Titov 001 (NIPS, 2017)

Embedding Words as Distributions with a Bayesian Skip-gram Model. - Arthur Brazinskas; Serhii Havrylov; Ivan Titov 001 (COLING, 2018)

Cooperative Learning of Disjoint Syntax and Semantics. - Serhii Havrylov; Germán Kruszewski; Armand Joulin (NAACL-HLT (1), 2019)

The Emergence of Compositional Languages for Numeric Concepts Through Iterated Learning in Neural Agents. - Shangmin Guo; Yi Ren; Serhii Havrylov; Stella Frank; Ivan Titov 001; Kenny Smith (CoRR, 2019)

Obfuscation for Privacy-preserving Syntactic Parsing. - Zhifeng Hu; Serhii Havrylov; Ivan Titov 001; Shay B. Cohen (IWPT 2020, 2020)

Preventing Posterior Collapse with Levenshtein Variational Autoencoder. - Serhii Havrylov; Ivan Titov 001 (CoRR, 2020)

Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations. - Fangyu Liu 001; Yunlong Jiao; Jordan Massiah; Emine Yilmaz; Serhii Havrylov (ICLR, 2022)

Just Mix Once: Worst-group Generalization by Group Interpolation. - Giorgio Giannone; Serhii Havrylov; Jordan Massiah; Emine Yilmaz; Yunlong Jiao (CoRR, 2022)