Towards Generation-Efficient Uncertainty Estimation in Large Language Models
arXiv:2605.06053v1 Announce Type: new
Abstract: 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 factually incorrect, ma…