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Preventing Posterior Collapse with Levenshtein Variational Autoencoder


Apr 30, 2020
Serhii Havrylov, Ivan Titov


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The Emergence of Compositional Languages for Numeric Concepts Through Iterated Learning in Neural Agents


Oct 11, 2019
Shangmin Guo, Yi Ren, Serhii Havrylov, Stella Frank, Ivan Titov, Kenny Smith


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Obfuscation for Privacy-preserving Syntactic Parsing


Apr 21, 2019
Zhifeng Hu, Serhii Havrylov, Ivan Titov, Shay B. Cohen


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Cooperative Learning of Disjoint Syntax and Semantics


Feb 25, 2019
Serhii Havrylov, Germán Kruszewski, Armand Joulin

* The paper was accepted at NAACL-HLT 2019 

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Embedding Words as Distributions with a Bayesian Skip-gram Model


Jun 10, 2018
Arthur Bražinskas, Serhii Havrylov, Ivan Titov

* COLING 2018. For the associated code, see https://github.com/ixlan/BSG 

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Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols


Nov 04, 2017
Serhii Havrylov, Ivan Titov

* The paper was accepted at NIPS 2017. The extended abstract was presented at ICLR 2017 workshop track 

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