FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks

Yongkang Du, Jen-tse Huang, Jieyu Zhao +1

Large language models (LLMs) are increasingly used in high-stakes decisions such as hiring and college admissions, making their social bias a critical concern. While LLMs are train…