If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques

Mark T. Keane, Eoin M. Kenny, Eoin Delaney, Barry Smyth. If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques. In Zhi-Hua Zhou, editor, Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, Virtual Event / Montreal, Canada, 19-27 August 2021. pages 4466-4474, ijcai.org, 2021. [doi]

@inproceedings{KeaneKDS21,
  title = {If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques},
  author = {Mark T. Keane and Eoin M. Kenny and Eoin Delaney and Barry Smyth},
  year = {2021},
  doi = {10.24963/ijcai.2021/609},
  url = {https://doi.org/10.24963/ijcai.2021/609},
  researchr = {https://researchr.org/publication/KeaneKDS21},
  cites = {0},
  citedby = {0},
  pages = {4466-4474},
  booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, Virtual Event / Montreal, Canada, 19-27 August 2021},
  editor = {Zhi-Hua Zhou},
  publisher = {ijcai.org},
}