Update README.md

README.md

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 # MAS-GPT-32B
 
 This model can generate query-specific LLM-based multi-agent system, which is fine-tuned on [Qwen/Qwen2.5-Coder-32B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct).
+
+See our paper [MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems](https://arxiv.org/pdf/2503.03686).
+
+## Citation
+
+@article{ye2025mas,
+  title={MAS-GPT: Training LLMs to build LLM-based multi-agent systems},
+  author={Ye, Rui and Tang, Shuo and Ge, Rui and Du, Yaxin and Yin, Zhenfei and Chen, Siheng and Shao, Jing},
+  journal={arXiv preprint arXiv:2503.03686},
+  year={2025}
+}