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Sharing new research, models, and datasets from Meta FAIR
Meta FAIR is releasing several new research artifacts. Our hope is that the research community can use them to innovate, explore, and discover new ways...
Meta advised on the compilation of the PRISM dataset by our external partners, by focusing conversations that center subjective and multicultural perspectives on topics where there is likely to be interpersonal and cross-cultural disagreement. We collected more than 65,000 annotations and more than 20 survey responses per example covering appeal, similarity, consistency, and shared recommendations for improved automatic and human evaluations of text-to-image models. As part of our collaborative approach at Meta FAIR, we mentored a team of graduate students at UMass Amherst on a follow-up evaluation that decomposes the previously introduced automatic indicators into foregrounded concepts and background representations.
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