Pinocchio: Fast Uncertainty Estimates for Black-Box Language Models

Kevin David Hayes, Arka Pal, Haosong Zhang +2

In high-stakes decision-making applications of large language models (LLMs), practitioners require not only accurate LLMs but also uncertainty estimates for their predictions. Exis…