Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps.

@inproceedings{barkan-2021-gradsam, author = {Oren Barkan and Edan Hauon and Avi Caciularu and Ori Katz and Itzik Malkiel and Omri Armstrong and Noam Koenigstein}, editor = {Gianluca Demartini and Guido Zuccon and J. Shane Culpepper and Zi Huang and Hanghang Tong}, title = {{Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps}}, booktitle = {{CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021}}, pages = {2882--2887}, publisher = {ACM}, year = {2021}, url = {https://doi.org/10.1145/3459637.3482126}, doi = {https://doi.org/10.1145/3459637.3482126} }