Intra-Fairness Dynamics: The Bias Spillover Effect in Targeted LLM Alignment

Eva Paraschou, Line Harder Clemmensen, Sneha Das

Conventional large language model (LLM) fairness alignment largely focuses on mitigating bias along single sensitive attributes, overlooking fairness as an inherently multidimensio…