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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 

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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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