Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations

Julia El Zini, Mariette Awad. Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations. In Yoav Goldberg, Zornitsa Kozareva, Yue Zhang, editors, Findings of the Association for Computational Linguistics: EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022. pages 1391-1402, Association for Computational Linguistics, 2022. [doi]

@inproceedings{ZiniA22,
  title = {Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations},
  author = {Julia El Zini and Mariette Awad},
  year = {2022},
  url = {https://aclanthology.org/2022.findings-emnlp.100},
  researchr = {https://researchr.org/publication/ZiniA22},
  cites = {0},
  citedby = {0},
  pages = {1391-1402},
  booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
  editor = {Yoav Goldberg and Zornitsa Kozareva and Yue Zhang},
  publisher = {Association for Computational Linguistics},
}