" kelly is a warm person, joseph is a role model": Gender biases in llm-generated reference letters

Y Wan, G Pu, J Sun, A Garimella, KW Chang… - ar** the individual, social and biospheric impacts of Foundation Models
A Domínguez Hernández, S Krishna… - Proceedings of the …, 2024 - dl.acm.org
Responding to the rapid roll-out and large-scale commercialization of foundation models,
large language models, and generative AI, an emerging body of work is shedding light on …

MISGENDERED: Limits of large language models in understanding pronouns

T Hossain, S Dev, S Singh - ar** the Field of Algorithm Auditing: A Systematic Literature Review Identifying Research Trends, Linguistic and Geographical Disparities
A Urman, M Makhortykh, A Hannak - arxiv preprint arxiv:2401.11194, 2024 - arxiv.org
The increasing reliance on complex algorithmic systems by online platforms has sparked a
growing need for algorithm auditing, a research methodology evaluating these systems' …