Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them.

Hila Gonen Yoav Goldberg

Published in: NAACL-HLT (1) (2019)

Keyphrases

feature vectors
significant improvement
machine learning methods
benchmark datasets
information retrieval
knn
nearest neighbor
data mining techniques
empirical studies
high dimensional data