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

arXiv:2608.13430v2 Announce Type: replace-cross Abstract: Instruction-tuned language models achieve strong performance across a range of generation tasks but have recently been shown to exhibit verbalized overconfidence, which may manifest in less diverse supp