Update README.md

README.md

@@ -124,14 +124,13 @@ with torch.inference_mode():
 pred = tokenizer.batch_decode(output_ids, skip_special_tokens=True)[0].strip()
 ```
 
+# Citation
+
 ```
-@misc{shen2024longvuspatiotemporaladaptivecompression,
-      title={LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding}, 
-      author={Xiaoqian Shen and Yunyang Xiong and Changsheng Zhao and Lemeng Wu and Jun Chen and Chenchen Zhu and Zechun Liu and Fanyi Xiao and Balakrishnan Varadarajan and Florian Bordes and Zhuang Liu and Hu Xu and Hyunwoo J. Kim and Bilge Soran and Raghuraman Krishnamoorthi and Mohamed Elhoseiny and Vikas Chandra},
-      year={2024},
-      eprint={2410.17434},
-      archivePrefix={arXiv},
-      primaryClass={cs.CV},
-      url={https://arxiv.org/abs/2410.17434}, 
-}
+@article{shen2024longvu,
+    title={LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding},
+    author={Shen, Xiaoqian and Xiong, Yunyang and Zhao, Changsheng and Wu, Lemeng and Chen, Jun and Zhu, Chenchen and Liu, Zechun and Xiao, Fanyi and Varadarajan, Balakrishnan and Bordes, Florian and Liu, Zhuang and Xu, Hu and J. Kim, Hyunwoo and Soran, Bilge and Krishnamoorthi, Raghuraman and Elhoseiny, Mohamed and Chandra, Vikas},
+    journal={arXiv:2410.17434},
+    year={2024}
+  }
 ```