Are You Sure You're Sure? On the Impact of Instruction Tuning on Confidence and Lexical Diversity

Irina Proskurina, Mayank Kumar, Oyindolapo O. Komolafe

Instruction-tuned language models achieve strong performance across a range of generation tasks, but have also recently been shown to exhibit verbalized overconfidence. In question…