Test-time Computing: from System-1 Thinking to System-2 Thinking Paper • 2501.02497 • Published Jan 5 • 42
REINFORCE++: A Simple and Efficient Approach for Aligning Large Language Models Paper • 2501.03262 • Published Jan 4 • 93
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though Paper • 2501.04682 • Published Jan 8 • 91
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking Paper • 2501.04519 • Published Jan 8 • 264
LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs Paper • 2501.06186 • Published Jan 10 • 61