"concept-based explanations" Papers

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FACE: Faithful Automatic Concept Extraction

Dipkamal Bhusal, Michael Clifford, Sara Rampazzi et al.

NEURIPS 2025arXiv:2510.11675
3
citations

FaCT: Faithful Concept Traces for Explaining Neural Network Decisions

Amin Parchami-Araghi, Sukrut Rao, Jonas Fischer et al.

NEURIPS 2025arXiv:2510.25512
1
citations

AttnLRP: Attention-Aware Layer-Wise Relevance Propagation for Transformers

Reduan Achtibat, Sayed Mohammad Vakilzadeh Hatefi, Maximilian Dreyer et al.

ICML 2024arXiv:2402.05602
92
citations

Structure Your Data: Towards Semantic Graph Counterfactuals

Angeliki Dimitriou, Maria Lymperaiou, Giorgos Filandrianos et al.

ICML 2024arXiv:2403.06514
6
citations