Quentin Carbonneaux
Quentin Carbonneaux has 2 papers in our library, in 2024–2025, most of them on Language models & pretraining, Reasoning, Code & programming languages; often with Gabriel Synnaeve, Jade Copet, Daniel Fried.
OpenAlex · h-index 10 · 18 works · 405 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 105 times in our library · ⭐ Paper Stars ranking: #7656
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksInformation Systems · 2 worksLanguage and Linguistics · 2 worksComputer Science Applications · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 1 workCode & programming languages · 1 work
Works by year
2020s
Papers
- SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution (2025 · 64 citations)
Reinforcement learning with simple rule-based rewards has strengthened LLM reasoning in math and competitive programming. - RLEF: Grounding Code LLMs in Execution Feedback with Reinforcement Learning (2024 · 51 citations)
Code LLMs often fail to use execution feedback such as test failures, error messages and timeouts. Under the same compute budget, revising code over several turns usually does no better than drawing independent samples. Gehring et al. (Meta AI, FAIR) treat code generation as a multi-turn dialogue. The model writes a…
Co-authors here
- Gabriel Synnaeve ×2
- Jade Copet ×2
- Daniel Fried
- Jonas Gehring
- Kunhao Zheng
- Lingming Zhang
- Rishabh Singh
- Sida Wang
- Yuxiang Wei
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