Source Preference in the Wild: How LLM Agents Favor Items by Source, and How to Reduce It Paper • 2610.03195 • Published 4 days ago • 15
Unmask the State: When Does State Adaptation Matter for Masked Diffusion Language Models Paper • 2609.33355 • Published 9 days ago • 47
ArcANE: Do Role-Playing Language Agents Stay in Character at the Right Time? Paper • 2606.05553 • Published Jun 4 • 50
KL for a KL: On-Policy Distillation with Control Variate Baseline Paper • 2605.07865 • Published May 8 • 22
Your Language Model is Its Own Critic: Reinforcement Learning with Value Estimation from Actor's Internal States Paper • 2605.07579 • Published May 8 • 19
ThinkBrake: Efficient Reasoning via Log-Probability Margin Guided Decoding Paper • 2510.00546 • Published Apr 20 • 14