2025
FLUE: Streamlined Uncertainty Estimation for Large Language Models
AAAI 2025technical
Uncertainty estimation is essential for practical applications such as decision-making, risk assessment, and human-AI collaboration. However, Uncertainty estimation in open-ended question-answering (QA) tasks presents unique challenges. The output space for open-ended QA is vast and discrete, and th…