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Datasheets for datasets
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Timnit Gebru, Jamie Morgenstern, Briana Vecchione, Jennifer Wortman Vaughan, Hanna Wallach, Hal Daumé III, Kate Crawford.
Communications of the ACM
(2021)
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Documentation to facilitate communication between dataset creators and consumers.
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Data sheets for datasets
Gathering and documenting data is another process which requires attention for a successful application of ML. With standardized data …
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