Update README.md

README.md

@@ -166,12 +166,10 @@ This model follows the licensing terms of the original Qwen2 VL model. Please re
 If you use this model in your research, please cite:
 
 ```
-@misc{QariOCR2025,
+@article{wasfy2025qari,
   title={QARI-OCR: High-Fidelity Arabic Text Recognition through Multimodal Large Language Model Adaptation},
-  author={Ahmed Wasfy, Omer Nacar, Abdelakreem Elkhateb, Mahmoud Reda, Omar Elshehy, Adel Ammar, Wadii Boulila},
-  year={2025},
-  archivePrefix={arXiv},
-  url={https://arxiv.org/abs/2506.02295},
-  note={Accessed: 2025-03-03}
+  author={Wasfy, Ahmed and Nacar, Omer and Elkhateb, Abdelakreem and Reda, Mahmoud and Elshehy, Omar and Ammar, Adel and Boulila, Wadii},
+  journal={arXiv preprint arXiv:2506.02295},
+  year={2025}
 }
 ```