most citedCan LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs

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cs.CL2023★ 54 cited

Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs

Miao Xiong, Zhiyuan Hu, Xinyang Lu +4

Empowering large language models to accurately express confidence in their answers is essential for trustworthy decision-making. Previous confidence elicitation methods, which prim…