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Whose Ground Truth? Accounting for Individual and Collective Identities Underlying Dataset Annotation
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Whose Ground Truth? Accounting for Individual and Collective Identities Underlying Dataset Annotation (2021)Whose Ground Truth? Accounting for Indivi…Benchmark suites instead of leaderboards for evaluating AI fairness (2024)Benchmark suites instead of l…Skin Deep: Investigating Subjectivity in Skin Tone Annotations for Computer Vision Benchmark Datasets (2023)Skin Deep: Investigating Subj…Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy (2017)Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018)Algorithmic injustice: a relational ethics approach (2021)Situated Knowledges: The Science Question in Feminism and the Privilege of Partial Perspective (1988)A model of (often mixed) stereotype content: Competence and warmth respectively follow from perceived status and competition. (2002)Model Cards for Model Reporting (2019)
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  • 2023Skin Deep: Investigating Subjectivity in Skin Tone Annotations for Computer Vision Benchmark Datasets22 cited
  • 2024Benchmark suites instead of leaderboards for evaluating AI fairness17 cited

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