Inference-Time Scaling for Generalist Reward Modeling Paper • 2504.02495 • Published 18 days ago • 52
SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines Paper • 2502.14739 • Published Feb 20 • 103
RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement Paper • 2412.12881 • Published Dec 17, 2024 • 2
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking Paper • 2501.04519 • Published Jan 8 • 276
LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs Paper • 2501.06186 • Published Jan 10 • 66
VideoRAG: Retrieval-Augmented Generation over Video Corpus Paper • 2501.05874 • Published Jan 10 • 72
MiniMax-01: Scaling Foundation Models with Lightning Attention Paper • 2501.08313 • Published Jan 14 • 286
Search-o1: Agentic Search-Enhanced Large Reasoning Models Paper • 2501.05366 • Published Jan 9 • 102 • 5
LLM4SR: A Survey on Large Language Models for Scientific Research Paper • 2501.04306 • Published Jan 8 • 37
URSA: Understanding and Verifying Chain-of-thought Reasoning in Multimodal Mathematics Paper • 2501.04686 • Published Jan 8 • 54