Interpreting BERT-based Text Similarity via Activation and Saliency Maps.

Itzik Malkiel|Dvir Ginzburg|Oren Barkan|Avi Caciularu|Jonathan Weill|Noam Koenigstein


Anthology ID:DBLP:conf/www/MalkielGBCWK22
Volume:WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
Year:2022
Venue:The Web Conference (WWW)
Publisher:ACM
Pages:3259-3268
URL:https://doi.org/10.1145/3485447.3512045
DOI:https://doi.org/10.1145/3485447.3512045
DBLP:conf/www/MalkielGBCWK22
BibTeX:
@inproceedings{malkiel-2022-interpreting, author = {Itzik Malkiel and Dvir Ginzburg and Oren Barkan and Avi Caciularu and Jonathan Weill and Noam Koenigstein}, editor = {Fr\'{e}d\'{e}rique Laforest and Rapha\"{e}l Troncy and Elena Simperl and Deepak Agarwal and Aristides Gionis and Ivan Herman and Lionel M\'{e}dini}, title = {{Interpreting BERT-based Text Similarity via Activation and Saliency Maps}}, booktitle = {{WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022}}, pages = {3259--3268}, publisher = {ACM}, year = {2022}, url = {https://doi.org/10.1145/3485447.3512045}, doi = {https://doi.org/10.1145/3485447.3512045} }