Making Pre-trained Language Models both Task-solvers and Self-calibrators

Yangyi Chen, Xingyao Wang, Heng Ji

Pre-trained language models (PLMs) serve as backbones for various real-world systems. For high-stake applications, it's equally essential to have reasonable confidence estimations…