Instruction-Guided Lesion Segmentation for Chest X-rays with Automatically Generated Large-Scale Dataset Paper • 2511.15186 • Published Nov 19, 2025 • 25
When to Ensemble: Identifying Token-Level Points for Stable and Fast LLM Ensembling Paper • 2510.15346 • Published Oct 17, 2025 • 33
HAMLET: Switch your Vision-Language-Action Model into a History-Aware Policy Paper • 2510.00695 • Published Oct 1, 2025 • 5
Meta-Awareness Enhances Reasoning Models: Self-Alignment Reinforcement Learning Paper • 2510.03259 • Published Sep 26, 2025 • 57
No Prompt Left Behind: Exploiting Zero-Variance Prompts in LLM Reinforcement Learning via Entropy-Guided Advantage Shaping Paper • 2509.21880 • Published Sep 26, 2025 • 52
ReviewScore: Misinformed Peer Review Detection with Large Language Models Paper • 2509.21679 • Published Sep 25, 2025 • 63
Revisiting Multi-Agent Debate as Test-Time Scaling: A Systematic Study of Conditional Effectiveness Paper • 2505.22960 • Published May 29, 2025 • 16
Reasoning Model is Stubborn: Diagnosing Instruction Overriding in Reasoning Models Paper • 2505.17225 • Published May 22, 2025 • 64