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Mathieu Rita
Mathieu Rita
Research Scientist, Meta (ex: PhD, INRIA)
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The llama 3 herd of models
A Dubey, A Jauhri, A Pandey, A Kadian, A Al-Dahle, A Letman, A Mathur, ...
arXiv preprint arXiv:2407.21783, 2024
12782024
" LazImpa": Lazy and Impatient neural agents learn to communicate efficiently
M Rita, R Chaabouni, E Dupoux
In Proceedings of CoNLL 2020, 2020
372020
On the role of population heterogeneity in emergent communication
M Rita, F Strub, JB Grill, O Pietquin, E Dupoux
10th International Conference on Learning Representations (ICLR 2022), 2022
292022
Emergent Communication: Generalization and Overfitting in Lewis Games
M Rita, C Tallec, P Michel, JB Grill, O Pietquin, E Dupoux, F Strub
36th Conference on Neural Information Processing Systems (NeurIPS 2022), 2022
222022
Clonal evolution during metastatic spread in high-risk neuroblastoma
G Gundem, MF Levine, SS Roberts, IY Cheung, JS Medina-Martínez, ...
Nature genetics 55 (6), 1022-1033, 2023
192023
Revisiting Populations in Multi-Agent Communication
P Michel, M Rita, KW Mathewson, O Tieleman, A Lazaridou
11th International Conference on Learning Representations (ICLR 2023), 2023
92023
Countering Reward Over-optimization in LLM with Demonstration-Guided Reinforcement Learning
M Rita, F Strub, R Chaabouni, P Michel, E Dupoux, O Pietquin
Findings of the Association for Computational Linguistics (ACL 2024), 2024
52024
On the Correspondence between Compositionality and Imitation in Emergent Neural Communication
E Cheng, M Rita, T Poibeau
Findings of the Association for Computational Linguistics (ACL 2023), 2023
22023
Language Evolution with Deep Learning
M Rita, P Michel, R Chaabouni, O Pietquin, E Dupoux, F Strub
The Oxford handbook of approaches to language evolution (ed. Limor Raviv …, 2024
12024
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