ORCE: Order-Aware Alignment of Verbalized Confidence in Large Language Models
arXiv:2605.12446v1 Announce Type: cross
Abstract: Large language models (LLMs) often produce answers with high certainty even when they are incorrect, making reliable confidence estimation essential for deployment in real-world scenarios. Verbalized c…