CritICL: Inference-Time Weak-to-Strong Generalization from Small Language Model Failure Modes Paper • 2608.27455 • Published 10 days ago • 12
CritICL: Inference-Time Weak-to-Strong Generalization from Small Language Model Failure Modes Paper • 2608.27455 • Published 10 days ago • 12
Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning Paper • 2608.05139 • Published Aug 5 • 27
Self-Distillation Zero: Self-Revision Turns Binary Rewards into Dense Supervision Paper • 2604.12002 • Published Apr 13 • 12
Self-Distillation Zero: Self-Revision Turns Binary Rewards into Dense Supervision Paper • 2604.12002 • Published Apr 13 • 12
AdaptMI: Adaptive Skill-based In-context Math Instruction for Small Language Models Paper • 2505.00147 • Published Apr 30, 2025 • 4
EmoAgent: Assessing and Safeguarding Human-AI Interaction for Mental Health Safety Paper • 2504.09689 • Published Apr 13, 2025 • 6