Interpreting BERT-based Text Similarity via Activation and Saliency Maps

Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Jonathan Weill, Noam Koenigstein. Interpreting BERT-based Text Similarity via Activation and Saliency Maps. In Frédérique Laforest, Raphaël Troncy, Elena Simperl, Deepak Agarwal, Aristides Gionis, Ivan Herman, Lionel Médini, editors, WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022. pages 3259-3268, ACM, 2022. [doi]

@inproceedings{MalkielGBCWK22,
  title = {Interpreting BERT-based Text Similarity via Activation and Saliency Maps},
  author = {Itzik Malkiel and Dvir Ginzburg and Oren Barkan and Avi Caciularu and Jonathan Weill and Noam Koenigstein},
  year = {2022},
  doi = {10.1145/3485447.3512045},
  url = {https://doi.org/10.1145/3485447.3512045},
  researchr = {https://researchr.org/publication/MalkielGBCWK22},
  cites = {0},
  citedby = {0},
  pages = {3259-3268},
  booktitle = {WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022},
  editor = {Frédérique Laforest and Raphaël Troncy and Elena Simperl and Deepak Agarwal and Aristides Gionis and Ivan Herman and Lionel Médini},
  publisher = {ACM},
  isbn = {978-1-4503-9096-5},
}