Datasheets for Datasets

23 Mar 2018Timnit GebruJamie MorgensternBriana VecchioneJennifer Wortman VaughanHanna WallachHal Daumé IIIKate Crawford

The machine learning community currently has no standardized process for documenting datasets, which can lead to severe consequences in high-stakes domains. To address this gap, we propose datasheets for datasets... (read more)

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