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2020 – today
- 2025
[b1]Florian Le Bronnec:
Reliability in generative language models: efficiency, faithfulness and coverage. (fiabilité des modèles de langage génératifs: efficacité, fidélité et couverture). PSL University, Paris, France, 2025- [c6]Song Duong, Florian Le Bronnec, Alexandre Allauzen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari:
SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation. ICLR 2025 - [c5]Alexandre Verine, Florian Le Bronnec, Kunhao Zheng, Alexandre Allauzen, Yann Chevaleyre, Benjamin Négrevergne:
Improving Diversity in Language Models: When Temperature Fails, Change the Loss. ICML 2025 - [c4]Alexandre Verine, Mehdi Inane, Florian Le Bronnec, Benjamin Négrevergne, Yann Chevaleyre:
Improving Discriminator Guidance in Diffusion Models. ECML/PKDD (2) 2025: 222-238 - [i5]Song Duong, Florian Le Bronnec, Alexandre Allauzen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari:
SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation. CoRR abs/2502.13674 (2025) - [i4]Alexandre Verine, Mehdi Inane, Florian Le Bronnec, Benjamin Négrevergne, Yann Chevaleyre:
Improving Discriminator Guidance in Diffusion Models. CoRR abs/2503.16117 (2025) - [i3]Alexandre Verine, Florian Le Bronnec, Kunhao Zheng, Alexandre Allauzen, Yann Chevaleyre, Benjamin Négrevergne:
Improving Diversity in Language Models: When Temperature Fails, Change the Loss. CoRR abs/2508.09654 (2025) - 2024
- [c3]Florian Le Bronnec, Alexandre Verine, Benjamin Négrevergne, Yann Chevaleyre, Alexandre Allauzen:
Exploring Precision and Recall to assess the quality and diversity of LLMs. ACL (1) 2024: 11418-11441 - [c2]Florian Le Bronnec, Song Duong, Mathieu Ravaut, Alexandre Allauzen, Nancy F. Chen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari:
LOCOST: State-Space Models for Long Document Abstractive Summarization. EACL (1) 2024: 1144-1159 - [c1]Florian Le Bronnec, Song Duong, Alexandre Allauzen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari:
LOCOST: Modèles Espace-État pour le Résumé Abstractif de Documents Longs. TALN (2) 2024: 11 - [i2]Florian Le Bronnec, Song Duong, Mathieu Ravaut, Alexandre Allauzen, Nancy F. Chen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari:
LOCOST: State-Space Models for Long Document Abstractive Summarization. CoRR abs/2401.17919 (2024) - [i1]Florian Le Bronnec, Alexandre Verine, Benjamin Négrevergne, Yann Chevaleyre, Alexandre Allauzen:
Exploring Precision and Recall to assess the quality and diversity of LLMs. CoRR abs/2402.10693 (2024)
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