Explaining Black-box Language Models with Knowledge Probing Systems: A Post-hoc Explanation Perspective

Yunxiao Zhao, Hao Xu, Zhiqiang Wang +3

Pre-trained Language Models (PLMs) are trained on large amounts of unlabeled data, yet they exhibit remarkable reasoning skills. However, the trustworthiness challenges posed by th…