Alignment Reduces Expressed but Not Encoded Gender Bias: A Unified Framework and Study

Nour Bouchouchi, Thibault Laugel, Xavier Renard +3

During training, Large Language Models (LLMs) learn social regularities that can lead to gender bias in downstream applications. Most mitigation efforts focus on reducing bias in g…