Update README.md

README.md

@@ -81,27 +81,11 @@ MIMIC-CXR, BIMCV for PadChest, ISIC / Harvard Dataverse for HAM10000).
 ## Citation
 
 ```bibtex
-@misc{bhosale2026fairllava,
+@article{bhosale2026fairllava,
   title={FairLLaVA: Fairness-Aware Parameter-Efficient Fine-Tuning for Large Vision-Language Assistants},
-  author={Mahesh Bhosale and Abdul Wasi and Shantam Srivastava and Shifa Latif and Tianyu Luan and Mingchen Gao and David Doermann and Xuan Gong},
-  year={2026},
-  eprint={2603.26008},
-  archivePrefix={arXiv},
-  primaryClass={cs.CV},
-  url={https://arxiv.org/abs/2603.26008}
+  author={Bhosale, Mahesh and Wasi, Abdul and Srivastava, Shantam and Latif, Shifa and Luan, Tianyu and Gao, Mingchen and Doermann, David and Gong, Xuan},
+  journal={arXiv preprint arXiv:2603.26008},
+  year={2026}
 }
-
-@article{ZambranoChaves2025,
-  title={A clinically accessible small multimodal radiology model and evaluation metric for chest X-ray findings},
-  author={Zambrano Chaves, Juan Manuel and others},
-  journal={Nature Communications}, year={2025}, volume={16}, pages={3108},
-  doi={10.1038/s41467-025-58344-x}
-}
-
-@misc{liu2023improvedllava,
-  title={Improved Baselines with Visual Instruction Tuning},
-  author={Liu, Haotian and Li, Chunyuan and Li, Yuheng and Lee, Yong Jae},
-  publisher={arXiv:2310.03744},
-  year={2023}
 }
 ```