Florian Le Bronnec

13 papers A* 2Journal 6Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Equalized Generative Treatment: Matching f-divergences for Fairness in Generative Models.
CoRR
Alexandre Verine, Rafael Pinot, Florian Le Bronnec
2025 — conf
Improving Discriminator Guidance in Diffusion Models.
ECML/PKDD (2)
Alexandre Verine, Mehdi Inane, Florian Le Bronnec, Benjamin Négrevergne, Yann Chevaleyre
2025 J jnl
Improving Discriminator Guidance in Diffusion Models.
CoRR
Alexandre Verine, Mehdi Inane, Florian Le Bronnec, Benjamin Négrevergne, Yann Chevaleyre
2025 A* conf
Improving Diversity in Language Models: When Temperature Fails, Change the Loss.
ICML
Alexandre Verine, Florian Le Bronnec, Kunhao Zheng, Alexandre Allauzen, Yann Chevaleyre, Benjamin Négrevergne
2025 J jnl
Improving Diversity in Language Models: When Temperature Fails, Change the Loss.
CoRR
Alexandre Verine, Florian Le Bronnec, Kunhao Zheng, Alexandre Allauzen, Yann Chevaleyre, Benjamin Négrevergne
2025 — —
Reliability in generative language models: efficiency, faithfulness and coverage. (fiabilité des modèles de langage génératifs: efficacité, fidélité et couverture).
Florian Le Bronnec
2025 A* conf
SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation.
ICLR
Song Duong, Florian Le Bronnec, Alexandre Allauzen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari
2025 J jnl
SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation.
CoRR
Song Duong, Florian Le Bronnec, Alexandre Allauzen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari
2024 — conf
Exploring Precision and Recall to assess the quality and diversity of LLMs.
ACL (1)
Florian Le Bronnec, Alexandre Verine, Benjamin Négrevergne, Yann Chevaleyre, Alexandre Allauzen
2024 J jnl
Exploring Precision and Recall to assess the quality and diversity of LLMs.
CoRR
Florian Le Bronnec, Alexandre Verine, Benjamin Négrevergne, Yann Chevaleyre, Alexandre Allauzen
2024 — conf
LOCOST: Modèles Espace-État pour le Résumé Abstractif de Documents Longs.
TALN (2)
Florian Le Bronnec, Song Duong, Alexandre Allauzen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari
2024 — conf
LOCOST: State-Space Models for Long Document Abstractive Summarization.
EACL (1)
Florian Le Bronnec, Song Duong, Mathieu Ravaut, Alexandre Allauzen, Nancy F. Chen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari
2024 J jnl
LOCOST: State-Space Models for Long Document Abstractive Summarization.
CoRR
Florian Le Bronnec, Song Duong, Mathieu Ravaut, Alexandre Allauzen, Nancy F. Chen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari