… to be of great importance with the potential wide-range applications of LLMs across … we
initiate an early exploratory study of the risk assessment of LLMs from the lens of uncertainty…

… to be of great importance with the potential wide-range applications of LLMs across … we
initiate an early exploratory study of the risk assessment of LLMs from the lens of uncertainty…

… in Lagre Language Models (LLM), we present an innovative framework known as
Uncertainty-Aware … linguistic fluency while endowing it with the capability to adapt responses …

… Furthermore, we highlight applications of uncertainty quantification … We conclude with open
research challenges in uncertainty quantification of LLMs, seeking to motivate future research…

… In this paper, we focus on utilizing concept-level uncertainty to detect hallu… uncertainty in
outputs suggests hallucination, we examine the correlation between the concept uncertainty U(cj…

… of Large Language Models (LLMs) to communicate uncertainty is a significant barrier to
their use in medicine. Before … to measure uncertainty in ways that are useful to physician-users. …

… Our PRC model … uncertainty by measuring response uncertainty for prompts with varying
information about the task. We provide theoretical results that show that the uncertainty of …

… Look before you leap: An exploratory study of uncertainty measurement for large language
models. arXiv preprint arXiv:2307.10236 (2023). [22] Kathleen M Jagodnik, Philip S Thomas, …

… With the widespread application of Large Language Models (LLMs) to various domains,
con… [17] perform an explorative study using simple baselines on uncertainty measurement for …

… of large language models (LLMs) to communicate uncertainty is a significant barrier to their
use in medicine. Before … properties to consider when evaluating LLM uncertainty proxies for …