Work

Normalized AOPC: Fixing Misleading Faithfulness Metrics for Feature Attributions Explainability

Year: 2025

Type: conference-paper

Abstract: 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.

Source: Annual Meeting of the Association for Computational Linguistics (ACL)

DOI: 10.18653/v1/2025.acl-long.86

Authors: Joakim Edin, Andreas Geert Motzfeldt, Casper L. Christensen, Tuukka Ruotsalo, Lars Maaløe, Maria Maistro

Institutions: University of Copenhagen, IT University of Copenhagen, Lappeenranta-Lahti University of Technology

Language: English

Topic: Explainable Artificial Intelligence (XAI)

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

Funder: Innovationsfonden

OpenAlex ID: W4412886737

FWCI: 3.176

Cites:

Cited by: 3

Related to: 10