Identity-Robust Language Model Generation via Content Integrity Preservation

Miao Zhang, Kelly Chen, Md Mehrab Tanjim +1

Large Language Model (LLM) outputs often vary across user sociodemographic attributes, leading to disparities in factual accuracy, utility, and safety, even for objective questions…