Xing, Xin

Causality for Inherently Explainable Transformers: CAT-XPLAIN

2022 · arXiv (Cornell University)

There have been several post-hoc explanation approaches developed to explain pre-trained black-box neural networks. However, there is still a gap in research efforts toward designing neural networks that are inherently explainable. In this paper, we …