Dec, 2021
谁的真实?考虑个体和集合身份的数据集标注
Whose Ground Truth? Accounting for Individual and Collective Identities Underlying Dataset Annotation
Emily Denton, Mark Díaz, Ian Kivlichan, Vinodkumar Prabhakaran, Rachel Rosen
TL;DR本文调查了众包数据集标注的伦理考虑,提出了 ML 数据管道各阶段的一系列推荐和考虑因素。