Paper "counterfactual explanations" Papers

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Constructing Fair Latent Space for Intersection of Fairness and Explainability

Hyungjun Joo, Hyeonggeun Han, Sehwan Kim et al.

AAAI 2025paperarXiv:2412.17523
2
citations

NOMATTERXAI: Generating “No Matter What” Alterfactual Examples for Explaining Black-Box Text Classification Models

Tuc Van Nguyen, James Michels, Hua Shen et al.

AAAI 2025paperarXiv:2408.10528
1
citations

Towards Unifying Evaluation of Counterfactual Explanations: Leveraging Large Language Models for Human-Centric Assessments

Marharyta Domnich, Julius Välja, Rasmus Moorits Veski et al.

AAAI 2025paperarXiv:2410.21131
8
citations

A General Search-Based Framework for Generating Textual Counterfactual Explanations

Daniel Gilo, Shaul Markovitch

AAAI 2024paperarXiv:2211.00369
3
citations

Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals

Patrick Altmeyer, Mojtaba Farmanbar, Arie Van Deursen et al.

AAAI 2024paperarXiv:2312.10648
7
citations