Topic-Level Fairness in Retrieval-Augmented Generation.

arXiv:2610.34683v1 Announce Type: new Abstract: Group fairness in retrieval-augmented generation (RAG) systems is typically evaluated using metrics aggregated across queries. However, such metrics can conceal topic-level disparities: a system may favor women o