Influential Training Data Retrieval for Explaining Verbalized Confidence of LLMs

Yuxi Xia, Loris Schoenegger, Benjamin Roth

Large language models (LLMs) can increase users' perceived trust by verbalizing confidence in their outputs. However, prior work has shown that LLMs are often overconfident, making…