Benchmarking LLMs via Uncertainty Quantification.

Fanghua Ye Mingming Yang Jianhui Pang Longyue Wang Derek F. Wong Emine Yilmaz Shuming Shi Zhaopeng Tu

Published in: CoRR (2024)

Keyphrases

databases
uncertain data
inherent uncertainty
knowledge base
database
computer vision
multi agent
natural language
quantitative evaluation
belief functions
decision theory
robust optimization
measurement error