Towards Generation-Efficient Uncertainty Estimation in Large Language Models

Mingcheng Zhu, Yu Liu, Tingting Zhu

Uncertainty estimation is important for deploying LLMs in high-stakes applications such as healthcare and finance, where hallucinations can appear fluent and plausible while being…