arXiv cs.CL
· Papers
FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks
arXiv:2501.05396v3 Announce Type: replace Abstract: 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 trained to refuse explicitly biased requests, bias can be leaked implicitly during LLM planni