ORCE: Order-Aware Alignment of Verbalized Confidence in Large Language Models

Chen Li, Xiaoling Hu, Songzhu Zheng +2

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 sc…