OSCaR: Orthogonal Subspace Correction and Rectification of Biases in Word Embeddings

Sunipa Dev, Tao Li, Jeff M Phillips +1

Language representations are known to carry stereotypical biases and, as a result, lead to biased predictions in downstream tasks. While existing methods are effective at mitigatin…