Understanding the Origins of Bias in Word Embeddings

2 code implementations • 8 Oct 2018 • Marc-Etienne Brunet, Colleen Alkalay-Houlihan, Ashton Anderson, Richard Zemel

Given a word embedding trained on a corpus, our method identifies how perturbing the corpus will affect the bias of the resulting embedding.

BIG-bench Machine Learning Translation +1