Update README.md

README.md

@@ -97,10 +97,13 @@ Each entry in the dataset includes:
 ## 🎓 Reference
 If you use this dataset in your work, please cite it using the following reference:
 ```
-@article{chen2025musixqa,
-  title={MusiXQA: Advancing Visual Music Understanding in Multimodal Large Language Models},
-  author={Chen, Jian and Ma, Wenye and Liu, Penghang and Wang, Wei and Song, Tengwei and Li, Ming and Wang, Chenguang and Zhang, Ruiyi and Chen, Changyou},
-  journal={arXiv preprint arXiv:2506.23009},
-  year={2025}
+@misc{chen2025musixqaadvancingvisualmusic,
+      title={MusiXQA: Advancing Visual Music Understanding in Multimodal Large Language Models}, 
+      author={Jian Chen and Wenye Ma and Penghang Liu and Wei Wang and Tengwei Song and Ming Li and Chenguang Wang and Jiayu Qin and Ruiyi Zhang and Changyou Chen},
+      year={2025},
+      eprint={2506.23009},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2506.23009}, 
 }
 ```