Few-Shot Recalibration of Language Models

Xiang Lisa Li, Urvashi Khandelwal, Kelvin Guu

Recent work has uncovered promising ways to extract well-calibrated confidence estimates from language models (LMs), where the model's confidence score reflects how likely it is to…