Mitigating LLM biases toward spurious social contexts using direct preference optimization

arXiv:2604.02585v1 Announce Type: new Abstract: LLMs are increasingly used for highstakes decisionmaking, yet their sensitivity to spurious contextual information can introduce harmful biases.