What LLM Forecasters Know but Don't Say: Probing Internal Representations for Calibration and Faithfulness Paper • 2607.08046 • Published 18 days ago • 14
Negligible in Size, Significant in Effect: On Scale Vectors in Large Language Models Paper • 2605.26895 • Published May 26 • 23
DVAO: Dynamic Variance-adaptive Advantage Optimization for Multi-reward Reinforcement Learning Paper • 2605.25604 • Published May 25 • 139
Learning to Foresee: Unveiling the Unlocking Efficiency of On-Policy Distillation Paper • 2605.11739 • Published May 13 • 61
Nudging Beyond the Comfort Zone: Efficient Strategy-Guided Exploration for RLVR Paper • 2605.15726 • Published May 15 • 36