Learning to Reason without External Rewards
Paper
• 2505.19590 • Published
• 29
Reasoning LLMs
Collection of research papers I find interesting on reasoning models
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Scalable Best-of-N Selection for Large Language Models via Self-Certainty
Paper • 2502.18581 • Published -
Training Large Language Models to Reason in a Continuous Latent Space
Paper • 2412.06769 • Published • 94 -
Fractured Chain-of-Thought Reasoning
Paper • 2505.12992 • Published • 23 -
OpenThoughts: Data Recipes for Reasoning Models
Paper • 2506.04178 • Published • 53 -
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training
Paper • 2501.17161 • Published • 124 -
Kimi k1.5: Scaling Reinforcement Learning with LLMs
Paper • 2501.12599 • Published • 126 -
TÜLU 3: Pushing Frontiers in Open Language Model Post-Training
Paper • 2411.15124 • Published • 67