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News/ContextBias: Controlled Evaluation of Bias Persistence Under Context Shift in Text-to-Image Models
arxiv
PublishedSeptember 1, 2026 at 4:00 AM

ContextBias: Controlled Evaluation of Bias Persistence Under Context Shift in Text-to-Image Models

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arXiv:2608.29847v1 Announce Type: cross Abstract: Text-to-image models learn associations between concepts - in the case of this paper, people's professions, which we refer to as roles - and visual attributes. These associations can underpin many observed forms of stereotypical bias. A key open ques

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