@article{catragfunctorguidedstructuraldebiasingwi, title = {CatRAG: Functor-Guided Structural Debiasing with Retrieval Augmentation for Fair LLMs}, author = {Ravi Ranjan and Utkarsh Grover and Mayur Akewar and Xiaomin Lin and Agoritsa Polyzou}, year = {2026}, eprint = {2603.21524}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.21524}, }