Estimating Grammatical Gender Directions in Contextual Embeddings under Controlled and Natural Contexts

Huanping Xiao, Yingji Li

Contextual language models conflate grammatical gender and social semantic bias in gendered languages such as Spanish. Existing gender debiasing approaches only operate on static w…