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CrowdWorkSheets: Accounting for Individual and Collective Identities Underlying Crowdsourced Dataset Annotation



Mark Diaz , Ian D. Kivlichan , Rachel Rosen , Dylan K. Baker , Razvan Amironesei , Vinodkumar Prabhakaran , Emily Denton

* 11 pages, Accepted at 2022 ACM Conference on Fairness, Accountability, and Transparency (FAccT). arXiv admin note: text overlap with arXiv:2112.04554 

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Healthsheet: Development of a Transparency Artifact for Health Datasets



Negar Rostamzadeh , Diana Mincu , Subhrajit Roy , Andrew Smart , Lauren Wilcox , Mahima Pushkarna , Jessica Schrouff , Razvan Amironesei , Nyalleng Moorosi , Katherine Heller


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