An Empirical Survey of Model Merging Algorithms for Social Bias Mitigation

Daiki Shirafuji, Tatsuhiko Saito, Yasutomo Kimura

Large language models (LLMs) are known to inherit and even amplify societal biases present in their pre-training corpora, threatening fairness and social trust. To address this iss…