Geoffrey Cideron

6 papers · 2023–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 👥 Mega-Team · Squad

Venues

ICLR (2) ICML (2) ACL (1) EMNLP (1)

Top co-authors

Olivier Bachem (6) Leonard Hussenot (5) Johan Ferret (5) Sertan Girgin (4) Alexandre Rame (4) Nino Vieillard (3) Olivier Pietquin (2) Piotr Stańczyk (2) Andrea Michi (2) Nikola Momchev (2)

Research topics

Machine Learning (5) Natural Language Processing (4) Artificial Intelligence (3) Reinforcement Learning (3) Application Areas (3) Core AI (3) Methods (3) Resources & Methods (3) Optimization & Theory (2) Deep Learning (1) Applications (1) Generation (1) Learning Types (1)

Keywords

reinforcement learning (3) knowledge distillation (2) music generation (2) large language model (2) rlhf (2) distribution shift (1) human feedback (1) reward model (1) parameter-efficient fine-tuning (1) classifier-free guidance (1) weight averaging (1) best-of-n sampling (1) textual entailment (1) reference-free evaluation (1) model merging (1) abstractive summarization (1) inference time (1) factual consistency (1) multi-task training (1) text-to-music (1)

Papers

BOND: Aligning LLMs with Best-of-N Distillation ICLR 2025 Diversity-Rewarded CFG Distillation ICLR 2025 Conditional Language Policy: A General Framework For Steerable Multi-Objective Finetuning EMNLP 2024 MusicRL: Aligning Music Generation to Human Preferences ICML 2024 WARM: On the Benefits of Weight Averaged Reward Models ICML 2024 Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback ACL 2023