The Effects of Data Augmentation on Confidence Estimation for LLMs

Rui Wang, Renyu Zhu, Minmin Lin +4

Confidence estimation is crucial for reflecting the reliability of large language models (LLMs), particularly in the widely used closed-source models. Utilizing data augmentation f…