Update README.md

README.md

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-<h2 align="center"> <a href="https://arxiv.org/pdf/*****">Descriptive Caption Enhancement with Visual Specialists for Multimodal Perception </a></h2>
+<h2 align="center"> <a href="https://arxiv.org/abs/2412.14233">Descriptive Caption Enhancement with Visual Specialists for Multimodal Perception </a></h2>
 <h5 align="center"> If you like our project, please give us a star ⭐ on <a href="https://github.com/syp2ysy/DCE">GitHub.</a></h2>
 
-Please download the required image files directly from the [URL_images](https://huggingface.co/datasets/BAAI/DenseFusion-1M/tree/main/images/DenseFusion-1M) and store them in a folder named `DCE-1M-images` as specified. Ensure that the folder path is correct to enable subsequent operations to proceed smoothly. 
+Please download the required image files directly from the [URL_images](https://huggingface.co/datasets/BAAI/DenseFusion-1M/tree/main/images/DenseFusion-1M) and store them in a folder named `DCE-1M-images` as specified. Ensure that the folder path is correct to enable subsequent operations to proceed smoothly.
+
+
+### Citation 💖
+If you find DCE useful for your research, welcome to 🌟 this repo and cite our work using the following BibTeX:
+```bibtex
+@article{sun2024dce,
+       title={Descriptive Caption Enhancement with Visual Specialists for Multimodal Perception}, 
+       author={Yanpeng Sun, Jing Hao, Ke Zhu, Jiang-Jiang Liu, Yuxiang Zhao, Xiaofan Li, Gang Zhang, Zechao Li, Jingdong Wang},
+       year={2024},
+       journal = {arXiv 2412.14233},
+}
+```