Mitigation of gender bias in word embeddings in Spanish
Talk, University Institute for Research in Computer Science (IUII-UA), Alicante, Spain
When applying gender bias mitigation techniques to Spanish static embeddings, we observe the undesired effect of reducing the grammatical gender information of embeddings. An analysis of the gender bias of Spanish embeddings allows us to study ways of preserving grammatical gender while eliminating gender stereotypes.