MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models Paper • 2501.02955 • Published 5 days ago • 37
Cosmos World Foundation Model Platform for Physical AI Paper • 2501.03575 • Published 4 days ago • 52
REINFORCE++: A Simple and Efficient Approach for Aligning Large Language Models Paper • 2501.03262 • Published 8 days ago • 71
LLM4SR: A Survey on Large Language Models for Scientific Research Paper • 2501.04306 • Published 4 days ago • 26
Agent Laboratory: Using LLM Agents as Research Assistants Paper • 2501.04227 • Published 4 days ago • 59
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though Paper • 2501.04682 • Published 3 days ago • 63
URSA: Understanding and Verifying Chain-of-thought Reasoning in Multimodal Mathematics Paper • 2501.04686 • Published 3 days ago • 41
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking Paper • 2501.04519 • Published 3 days ago • 176
Offline Reinforcement Learning for LLM Multi-Step Reasoning Paper • 2412.16145 • Published 22 days ago • 38
Smaller, Weaker, Yet Better: Training LLM Reasoners via Compute-Optimal Sampling Paper • 2408.16737 • Published Aug 29, 2024 • 1
ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use Paper • 2501.02506 • Published 6 days ago • 9
Test-time Computing: from System-1 Thinking to System-2 Thinking Paper • 2501.02497 • Published 6 days ago • 31
Personalized Graph-Based Retrieval for Large Language Models Paper • 2501.02157 • Published 8 days ago • 24
ProgCo: Program Helps Self-Correction of Large Language Models Paper • 2501.01264 • Published 9 days ago • 24
CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings Paper • 2501.01257 • Published 9 days ago • 45
2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining Paper • 2501.00958 • Published 10 days ago • 91