CatRAG: Functor-Guided Structural Debiasing with Retrieval Augmentation for Fair LLMs

Ravi Ranjan, Utkarsh Grover, Mayur Akewar +2

Large Language Models (LLMs) are deployed in high-stakes settings but can show demographic, gender, and geographic biases that undermine fairness and trust. Prior debiasing methods…