Datasheets for Datasets
Research on dataset documentation, evaluation and harms in machine learning. Begin with how data was collected and which uses its documentation supports.
Choose your reading
Begin with Timnit Gebru
What should a dataset user know before training a model?
The current guide assigns selected reading. A complete-work plan has not been published yet.
Reading records
Datasheets for Datasets
Timnit Gebru · Jamie Morgenstern · Briana Vecchione · Jennifer Wortman Vaughan · Hanna Wallach · Hal Daumé III · Kate Crawford
Check the edition and translation in the linked record before reading.
Free full text · English
Open reading record