@article{faithaframeworkforassessingintrinsictabu, title = {FAITH: A Framework for Assessing Intrinsic Tabular Hallucinations in Finance}, author = {Mengao Zhang and Jiayu Fu and Tanya Warrier and Yuwen Wang and Tianhui Tan and Ke-wei Huang}, year = {2025}, eprint = {2508.05201}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.05201}, }