LLM4SR: A Survey on Large Language Models for Scientific Research Paper • 2501.04306 • Published 13 days ago • 33
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking Paper • 2501.04519 • Published 13 days ago • 237
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though Paper • 2501.04682 • Published 13 days ago • 85
Agent Laboratory: Using LLM Agents as Research Assistants Paper • 2501.04227 • Published 13 days ago • 79
Large Action Models: From Inception to Implementation Paper • 2412.10047 • Published Dec 13, 2024 • 32
O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? Paper • 2411.16489 • Published Nov 25, 2024 • 42
Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization Paper • 2405.15071 • Published May 23, 2024 • 38
SOTOPIA-π: Interactive Learning of Socially Intelligent Language Agents Paper • 2403.08715 • Published Mar 13, 2024 • 21