Sparse but Critical: A Token-Level Analysis of Distributional Shifts in RLVR Fine-Tuning of LLMs Paper • 2603.22446 • Published 15 days ago • 8
On the Direction of RLVR Updates for LLM Reasoning: Identification and Exploitation Paper • 2603.22117 • Published 15 days ago • 29
Quantile Advantage Estimation for Entropy-Safe Reasoning Paper • 2509.22611 • Published Sep 26, 2025 • 120
Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning Paper • 2506.01939 • Published Jun 2, 2025 • 190