Data cards: Purposeful and transparent dataset documentation for responsible ai

M Pushkarna, A Zaldivar, O Kjartansson - Proceedings of the 2022 ACM …, 2022 - dl.acm.org
As research and industry moves towards large-scale models capable of numerous
downstream tasks, the complexity of understanding multi-modal datasets that give nuance to …

[PDF][PDF] Data Cards: Purposeful and Transparent Dataset Documentation for Responsible AI

M Pushkarna, A Zaldivar, O Kjartansson - 2022 - scholar.archive.org
As research and industry moves towards large-scale models capable of numerous
downstream tasks, the complexity of understanding multi-modal datasets that give nuance to …

Data Cards: Purposeful and Transparent Dataset Documentation for Responsible AI

M Pushkarna, A Zaldivar, O Kjartansson - arXiv e-prints, 2022 - ui.adsabs.harvard.edu
As research and industry moves towards large-scale models capable of numerous
downstream tasks, the complexity of understanding multi-modal datasets that give nuance to …

Data Cards: Purposeful and Transparent Dataset Documentation for Responsible AI

M Pushkarna, A Zaldivar, O Kjartansson - arXiv preprint arXiv:2204.01075, 2022 - arxiv.org
As research and industry moves towards large-scale models capable of numerous
downstream tasks, the complexity of understanding multi-modal datasets that give nuance to …