A Framework for Deprecating Datasets: Standardizing Documentation, Identification, and Communication

Alexandra Sasha Luccioni, Frances Corry, Hamsini Sridharan +3

Datasets are central to training machine learning (ML) models. The ML community has recently made significant improvements to data stewardship and documentation practices across th…