Recovering Reliable Supervision via Critique-Guided On-Policy Distillation Paper • 2610.20572 • Published 20 days ago • 32
An RL View of OPD: Least Square Policy Distillation for Sample-Efficient LLM Reasoning Paper • 2609.35505 • Published Sep 28 • 29
Rethinking Training-Inference Mismatch in LLM Reinforcement Learning: Where It Arises and How to Correct It Paper • 2609.32444 • Published Sep 26 • 29
When EOS Tokens Disagree: Understanding Length Inflation in On-Policy Distillation Paper • 2609.20511 • Published Sep 17 • 60
Self-Correction Can Amplify Hallucinations: Fact-Level Repair with Graph-Based Evidence Routing in Multimodal Generation Paper • 2606.00232 • Published Aug 30 • 5
A Survey on Model Extraction Attacks and Defenses for Large Language Models Paper • 2506.22521 • Published Jun 26, 2025 • 5