Update README.md

README.md

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 **BlenderLLM** is built using **Qwen2.5-Coder-7B-Instruct** as the base model. It has been fine-tuned on the **BlendNet** training dataset and further optimized through **Self-improvement** techniques to achieve the best performance.  
 
-For more details, please visit our [GitHub repository](https://github.com/FreedomIntelligence/BlenderLLM)
+For more details, please visit our [GitHub repository](https://github.com/FreedomIntelligence/BlenderLLM) or refer to our [arXiv paper](https://www.arxiv.org/abs/2412.14203).
+
+## 📖 Citation
+```angular2
+@misc{du2024blenderllmtraininglargelanguage,
+      title={BlenderLLM: Training Large Language Models for Computer-Aided Design with Self-improvement}, 
+      author={Yuhao Du and Shunian Chen and Wenbo Zan and Peizhao Li and Mingxuan Wang and Dingjie Song and Bo Li and Yan Hu and Benyou Wang},
+      year={2024},
+      eprint={2412.14203},
+      archivePrefix={arXiv},
+      primaryClass={cs.HC},
+      url={https://arxiv.org/abs/2412.14203}, 
+}
+```
+
+We are from the School of Data Science (SDS), the Chinese University of Hong Kong, Shenzhen (CUHKSZ).