A Systematic Investigation of Bias in Large Language Models for Advertising Relevance

Weiwei Wang, Yinchuan Xu, Jialu Gao +2

Large language models (LLMs) are increasingly used to judge how well an advertisement matches a query, but the fairness of these judgments has received limited attention. We conduc…