NAACL: Noise-AwAre Verbal Confidence Calibration for LLMs in RAG Systems Paper • 2601.11004 • Published 7 days ago • 26
The Confidence Dichotomy: Analyzing and Mitigating Miscalibration in Tool-Use Agents Paper • 2601.07264 • Published 11 days ago • 24
The Confidence Dichotomy: Analyzing and Mitigating Miscalibration in Tool-Use Agents Paper • 2601.07264 • Published 11 days ago • 24
Can LLMs Estimate Student Struggles? Human-AI Difficulty Alignment with Proficiency Simulation for Item Difficulty Prediction Paper • 2512.18880 • Published Dec 21, 2025 • 25