Whose Ground Truth? Accounting for Individual and Collective Identities Underlying Dataset Annotation

Remi Denton, Mark Díaz, Ian Kivlichan +2

Human annotations play a crucial role in machine learning (ML) research and development. However, the ethical considerations around the processes and decisions that go into buildin…