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Salima Jaoua

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#artificial intelligence Preprint Sep 2026

Prompt Revision as a Source of Cultural Bias in Text-to-Image Systems

WorldVIEW, a multilingual benchmark of 8,960 prompts across 15 languages and 31 language-context pairings, is introduced, and the revision layer itself is identified as a previously undocumented, causal source of this stereotyping.

Aleksandra Urman, Elsa Lichtenegger, Salima Jaoua et al. · 1 citation

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