Contrastive Explanations for Model Interpretability

Alon Jacovi, Swabha Swayamdipta, Shauli Ravfogel, Yanai Elazar, Yejin Choi, Yoav Goldberg. Contrastive Explanations for Model Interpretability. In Marie-Francine Moens, Xuanjing Huang, Lucia Specia, Scott Wen-tau Yih, editors, Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021. pages 1597-1611, Association for Computational Linguistics, 2021. [doi]

@inproceedings{JacoviSRECG21,
  title = {Contrastive Explanations for Model Interpretability},
  author = {Alon Jacovi and Swabha Swayamdipta and Shauli Ravfogel and Yanai Elazar and Yejin Choi and Yoav Goldberg},
  year = {2021},
  url = {https://aclanthology.org/2021.emnlp-main.120},
  researchr = {https://researchr.org/publication/JacoviSRECG21},
  cites = {0},
  citedby = {0},
  pages = {1597-1611},
  booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021},
  editor = {Marie-Francine Moens and Xuanjing Huang and Lucia Specia and Scott Wen-tau Yih},
  publisher = {Association for Computational Linguistics},
}