Search Results for author: Mathieu Rita

Found 5 papers, 2 papers with code

Language Evolution with Deep Learning

no code implementations18 Mar 2024 Mathieu Rita, Paul Michel, Rahma Chaabouni, Olivier Pietquin, Emmanuel Dupoux, Florian Strub

Computational modeling plays an essential role in the study of language emergence.

On the Correspondence between Compositionality and Imitation in Emergent Neural Communication

no code implementations22 May 2023 Emily Cheng, Mathieu Rita, Thierry Poibeau

Compositionality is a hallmark of human language that not only enables linguistic generalization, but also potentially facilitates acquisition.

Imitation Learning

Emergent Communication: Generalization and Overfitting in Lewis Games

1 code implementation30 Sep 2022 Mathieu Rita, Corentin Tallec, Paul Michel, Jean-bastien Grill, Olivier Pietquin, Emmanuel Dupoux, Florian Strub

Lewis signaling games are a class of simple communication games for simulating the emergence of language.

``LazImpa'': Lazy and Impatient neural agents learn to communicate efficiently

no code implementations CONLL 2020 Mathieu Rita, Rahma Chaabouni, Emmanuel Dupoux

Previous work has shown that artificial neural agents naturally develop surprisingly non-efficient codes.

"LazImpa": Lazy and Impatient neural agents learn to communicate efficiently

1 code implementation5 Oct 2020 Mathieu Rita, Rahma Chaabouni, Emmanuel Dupoux

Previous work has shown that artificial neural agents naturally develop surprisingly non-efficient codes.

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