ContextBias: Controlled Evaluation of Bias Persistence Under Context Shift in Text-to-Image Models
Evaluating four state-of-the-art models finds that placing a role in a semantically unrelated context does not suppress role-linked attributes; instead, cross-role attribute concentration increases (pooled BI $+0.047$).
Shaghayegh Kolli, S. Emami, Moreno D'Incà et al.
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