2025
LLMs Reproduce Stereotypes of Sexual and Gender Minorities
EMNLP 2025
A large body of research has found substantial gender bias in NLP systems. Most of this research takes a binary, essentialist view of gender: limiting its variation to the categories _men_ and _women_, conflating gender with sex, and ignoring different sexual identities. But gender and sexuality exi