@article{buildingtrustworthymultimodalaiareview, title = {Building Trustworthy Multimodal AI: A Review of Fairness, Transparency, and Ethics in Vision-Language Tasks}, author = {Mohammad Saleh and Azadeh Tabatabaei}, year = {2025}, eprint = {2504.13199}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.13199v3}, }