Qualitative study of the CAT tool on Wikimedia Commons identifies seven issues from community comments and interviews that led to mixed reception and deactivation, with suggestions for human-AI collaboration in open knowledge work.
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Reward models used as quality scorers in text-to-image generation encode demographic biases that cause reward-guided training to sexualize female subjects, reinforce stereotypes, and reduce diversity.
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Computer-Aided Tagging on Wikimedia Commons: Designing for Human-AI Collaboration in Open Knowledge Work
Qualitative study of the CAT tool on Wikimedia Commons identifies seven issues from community comments and interviews that led to mixed reception and deactivation, with suggestions for human-AI collaboration in open knowledge work.
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Bias at the End of the Score
Reward models used as quality scorers in text-to-image generation encode demographic biases that cause reward-guided training to sexualize female subjects, reinforce stereotypes, and reduce diversity.