Shapley Uncertainty in Natural Language Generation

Meilin Zhu, Gaojie Jin, Xiaowei Huang +1

In question-answering tasks, determining when to trust the outputs is crucial to the alignment of large language models (LLMs). Kuhn et al. (2023) introduces semantic entropy as a…