Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers

Yuan Wang, Xuyang Wu, Hsin-Tai Wu +2

The integration of Large Language Models (LLMs) in information retrieval has raised a critical reevaluation of fairness in the text-ranking models. LLMs, such as GPT models and Lla…