Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning Paper • 2506.01939 • Published 3 days ago • 123
BARREL: Boundary-Aware Reasoning for Factual and Reliable LRMs Paper • 2505.13529 • Published 19 days ago • 11
Prompt-Driven LLM Safeguarding via Directed Representation Optimization Paper • 2401.18018 • Published Jan 31, 2024 • 1
SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines Paper • 2502.14739 • Published Feb 20 • 103
Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models Paper • 2501.11873 • Published Jan 21 • 66
The Lessons of Developing Process Reward Models in Mathematical Reasoning Paper • 2501.07301 • Published Jan 13 • 98
CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings Paper • 2501.01257 • Published Jan 2 • 53
ProcessBench: Identifying Process Errors in Mathematical Reasoning Paper • 2412.06559 • Published Dec 9, 2024 • 83
view article Article Accelerating LLM Inference: Fast Sampling with Gumbel-Max Trick By cxdu • Oct 24, 2024 • 12