Graph-based Confidence Calibration for Large Language Models

Yukun Li, Sijia Wang, Lifu Huang +1

Reliable confidence estimation is essential for enhancing the trustworthiness of large language models (LLMs), especially in high-stakes scenarios. Despite its importance, accurate…