The Confidence Dichotomy: Analyzing and Mitigating Miscalibration in Tool-Use Agents Paper • 2601.07264 • Published Jan 12 • 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
The Invisible Leash: Why RLVR May Not Escape Its Origin Paper • 2507.14843 • Published Jul 20, 2025 • 85
Humanizing Machines: Rethinking LLM Anthropomorphism Through a Multi-Level Framework of Design Paper • 2508.17573 • Published Aug 25, 2025 • 1
The Bitter Lesson Learned from 2,000+ Multilingual Benchmarks Paper • 2504.15521 • Published Apr 22, 2025 • 64
