Normalized AOPC: Fixing Misleading Faithfulness Metrics for Feature Attributions Explainability
Joakim Edin, Andreas Geert Motzfeldt, Casper L. Christensen, Tuukka Ruotsalo, Lars Maaløe, Maria Maistro. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.
Authors
- Lars Maaløe (ORCID: https://orcid.org/0000-0003-2030-520X)
- Andreas Geert Motzfeldt
- Casper L. Christensen (ORCID: https://orcid.org/0000-0003-2560-0259)
- Joakim Edin (ORCID: https://orcid.org/0000-0003-1005-8276)
- Tuukka Ruotsalo (ORCID: https://orcid.org/0000-0002-2203-4928)
- Maria Maistro (ORCID: https://orcid.org/0000-0002-7001-4817)
Publication Details
- Published
- 2025-01-01
- DOI
- https://doi.org/10.18653/v1/2025.acl-long.86
- Citations
- 1
- Primary Topic
- Topic Modeling
- Type
- article
- Field-Weighted Citation Impact
- 2.48
Funders
- Innovationsfonden