Fairness Pruning: Locating Demographic Bias in GLU-MLP Layers via Differential Activations

Pere Martra, Eugenio Martínez Cámara, Alfonso Ureña López

This work presents Fairness Pruning, a lightweight structural intervention method designed for the management and future mitigation of demographic bias in large language models (LL…