Cross-Lingual Bias in Large Language Models: A Comparative Analysis of English and Swahili

Ruolei Zhang, Teddy Njuguna, Yue Feng

Large language models are increasingly deployed in multilingual contexts, yet safety alignment and bias evaluation remain overwhelmingly English-centric. We investigate whether soc…