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]

Abstract

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