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Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs.
Miao Xiong
Zhiyuan Hu
Xinyang Lu
Yifei Li
Jie Fu
Junxian He
Bryan Hooi
Published in:
CoRR (2023)
Keyphrases
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preference elicitation
confidence level
minimax regret
high confidence
confidence measure
genetic algorithm
uncertain data
inherent uncertainty
real time
neural network
computer vision
decision trees
reinforcement learning
utility function
expected utility