HardTests: Synthesizing High-Quality Test Cases for LLM Coding Paper • 2505.24098 • Published May 30 • 43
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time Paper • 2505.24863 • Published May 30 • 97
Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning Paper • 2505.24726 • Published May 30 • 277
Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis Paper • 2506.04142 • Published Jun 4 • 27
Advancing Multimodal Reasoning: From Optimized Cold Start to Staged Reinforcement Learning Paper • 2506.04207 • Published Jun 4 • 48
Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning Paper • 2506.01939 • Published Jun 2 • 187