PLC-DPO: Posterior Label Correction in Noisy and Ambiguous Preference Optimization Paper • 2608.30597 • Published 20 days ago • 26
Eliciting Weak-to-Strong Generalization with On-Policy Reverse Distillation Paper • 2609.08798 • Published 12 days ago • 78
LLM-as-a-Tutor: Policy-Aware Prompt Adaptation for Non-Verifiable RL Paper • 2607.04412 • Published Jul 5 • 36
mSFT: Addressing Dataset Mixtures Overfiting Heterogeneously in Multi-task SFT Paper • 2603.21606 • Published Mar 23 • 39
Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation Paper • 2507.10524 • Published Jul 14, 2025 • 76
Revisiting Multi-Agent Debate as Test-Time Scaling: A Systematic Study of Conditional Effectiveness Paper • 2505.22960 • Published May 29, 2025 • 16