Sample record. Fictional demonstration content.
Abstract
Datasheets improve transparency but are time-consuming to write. We show that a template-driven workflow with automatic statistics halves the time to a complete datasheet and increases the completeness of answers on a fifteen-item rubric.
Keywords datasheets · documentation · datasets
Full text
CTM-PR-2026-0013.pdf
How to cite
Idrissi, F. Z. E. & Ibarra, T. (2026). Datasheets at Scale: Automating Documentation for Machine-Learning Datasets. In Proceedings of the International Conference on Open and Reproducible AI Research (OPENAIR 2026) (pp. 23–28). CONTINUUM Proceedings. doi:10.xxxx/ctm.pr.2026.0013