A Context-Aware Dual-Metric Framework for Confidence Estimation in Large Language Models

Mingruo Yuan, Shuyi Zhang, Ben Kao

Accurate confidence estimation is essential for trustworthy large language models (LLMs) systems, as it empowers the user to determine when to trust outputs and enables reliable de…