Teaching Language Models to Faithfully Express their Uncertainty

Bryan Eikema, Evgenia Ilia, José G. C. de Souza +2

Large language models (LLMs) often miscommunicate their uncertainty: repeated queries can produce divergent answers, yet generated responses are typically unhedged or hedged in way…