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EAGER: Asking and Answering Questions for Automatic Reward Shaping in Language-guided RL


Jun 20, 2022
Thomas Carta, Sylvain Lamprier, Pierre-Yves Oudeyer, Olivier Sigaud

* 19 pages, 10 figures, 4 tables 

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Stein Variational Goal Generation For Reinforcement Learning in Hard Exploration Problems


Jun 14, 2022
Nicolas Castanet, Sylvain Lamprier, Olivier Sigaud


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Which Discriminator for Cooperative Text Generation?


Apr 25, 2022
Antoine Chaffin, Thomas Scialom, Sylvain Lamprier, Jacopo Staiano, Benjamin Piwowarski, Ewa Kijak, Vincent Claveau

* 6 pages, 2 figures, accepted to SIGIR 2022 

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A fair pricing model via adversarial learning


Mar 07, 2022
Vincent Grari, Arthur Charpentier, Sylvain Lamprier, Marcin Detyniecki

* 20 pages, 12 figures 

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Generative Cooperative Networks for Natural Language Generation


Jan 28, 2022
Sylvain Lamprier, Thomas Scialom, Antoine Chaffin, Vincent Claveau, Ewa Kijak, Jacopo Staiano, Benjamin Piwowarski


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Fairness without the sensitive attribute via Causal Variational Autoencoder


Sep 10, 2021
Vincent Grari, Sylvain Lamprier, Marcin Detyniecki

* 8 pages, 9 figures 

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To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs


Jun 11, 2021
Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano


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A Neural Tangent Kernel Perspective of GANs


Jun 10, 2021
Jean-Yves Franceschi, Emmanuel de Bézenac, Ibrahim Ayed, Mickaël Chen, Sylvain Lamprier, Patrick Gallinari


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Data-QuestEval: A Referenceless Metric for Data to Text Semantic Evaluation


Apr 15, 2021
Clément Rebuffel, Thomas Scialom, Laure Soulier, Benjamin Piwowarski, Sylvain Lamprier, Jacopo Staiano, Geoffrey Scoutheeten, Patrick Gallinari


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QuestEval: Summarization Asks for Fact-based Evaluation


Apr 09, 2021
Thomas Scialom, Paul-Alexis Dray, Patrick Gallinari, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano, Alex Wang

* project page: https://github.com/recitalAI/QuestEval 

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