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Contrastive Language-Vision AI Models Pretrained on Web-Scraped Multimodal Data Exhibit Sexual Objectification Bias

Robert Wolfe, Yiwei Yang, Bill Howe, Aylin Caliskan

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Abstract

Warning: The content of this paper may be upsetting or triggering.

Topics & Concepts

ObjectificationComputer scienceArtificial intelligenceNatural language processingEpistemologyPhilosophyHate Speech and Cyberbullying DetectionTopic ModelingComputational and Text Analysis Methods