Auditing LLMs for Algorithmic Fairness in Casenote-Augmented Tabular Prediction

Xiao Qi Lee, Ezinne Nwankwo, Angela Zhou

LLMs are increasingly being considered for prediction tasks in high-stakes social service settings, but their algorithmic fairness properties in this context are poorly understood.…