rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking Paper • 2501.04519 • Published Jan 8 • 255
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though Paper • 2501.04682 • Published Jan 8 • 89
Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters Paper • 2408.03314 • Published Aug 6, 2024 • 54
Training Large Language Models to Reason in a Continuous Latent Space Paper • 2412.06769 • Published Dec 9, 2024 • 77
Test-time Computing: from System-1 Thinking to System-2 Thinking Paper • 2501.02497 • Published Jan 5 • 41
The Lessons of Developing Process Reward Models in Mathematical Reasoning Paper • 2501.07301 • Published 29 days ago • 90
Hallucinations Can Improve Large Language Models in Drug Discovery Paper • 2501.13824 • Published 19 days ago • 9
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training Paper • 2501.17161 • Published 14 days ago • 101