Unimodal explanation methods should not be used for multimodal AI models; the paper formalizes three desiderata for modality-aware explanations.
Rethinking stability for attribution-based explanations
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Rethinking Explainability in the Era of Multimodal AI
Unimodal explanation methods should not be used for multimodal AI models; the paper formalizes three desiderata for modality-aware explanations.