Briefly noted: Gender Bias Occupies a Linear Subspace
Gender bias is the most studied fairness issue in Natural Language Processing. In their recent EMNLP-2020 article, Vargas & Cotterell show that within word embedding space, gender bias occupies a linear subspace.