Assessing queer gender and sexuality biases in Large Language Models

AI systems don't just learn language, they also absorb and reproduce social biases. At CWI's Human-Centered Data Analytics group, we test Large Language Models with template-based sentences and queer identity markers, revealing systematic patterns of exclusion. Our goal: to develop methods and datasets that help make language technologies fairer and more inclusive.