Clustered Self-Assessment: A Simple yet Effective Method for Uncertainty Quantification in Large Language Models

Qi Cao, Takeshi Kojima, Andrew Gambardella +3

Large language models (LLMs) demonstrate remarkable performance across diverse tasks, but they often generate responses that appear plausible while being factually incorrect. This…