Caiqi Zhang

LUQ: Long-text Uncertainty Quantification for LLMs

2024

Large Language Models (LLMs) have demonstrated remarkable capability in a variety of NLP tasks.However, LLMs are also prone to generate nonfactual content.Uncertainty Quantification (UQ) is pivotal in enhancing our understanding of a model's confidence on …