BERT meets Shapley: Extending SHAP Explanations to Transformer-based Classifiers

Enja Kokalj, Blaz Skrlj, Nada Lavrac, Senja Pollak, Marko Robnik-Sikonja. BERT meets Shapley: Extending SHAP Explanations to Transformer-based Classifiers. In Hannu Toivonen, Michele Boggia, editors, Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation, EACL 2021, Online, April 19, 2021. pages 16-21, Association for Computational Linguistics, 2021. [doi]

@inproceedings{KokaljSLPR21,
  title = {BERT meets Shapley: Extending SHAP Explanations to Transformer-based Classifiers},
  author = {Enja Kokalj and Blaz Skrlj and Nada Lavrac and Senja Pollak and Marko Robnik-Sikonja},
  year = {2021},
  url = {https://www.aclweb.org/anthology/2021.hackashop-1.3/},
  researchr = {https://researchr.org/publication/KokaljSLPR21},
  cites = {0},
  citedby = {0},
  pages = {16-21},
  booktitle = {Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation, EACL 2021, Online, April 19, 2021},
  editor = {Hannu Toivonen and Michele Boggia},
  publisher = {Association for Computational Linguistics},
  isbn = {978-1-954085-13-8},
}