Update README.md

README.md

@@ -122,4 +122,15 @@ response = tokenizer.batch_decode(generated_ids, skip_special_tokens=True)[0]
 
 
 ## Acknowledgments
-If you find our work useful, please give us a citation or a like, so we can make a greater contribution to the open-source community!
+If you find our work useful, please give us a citation or a like, so we can make a greater contribution to the open-source community!
+```bibtex
+@article{XiYanSQL,
+      title={XiYan-SQL: A Novel Multi-Generator Framework For Text-to-SQL}, 
+      author={Yifu Liu and Yin Zhu and Yingqi Gao and Zhiling Luo and Xiaoxia Li and Xiaorong Shi and Yuntao Hong and Jinyang Gao and Yu Li and Bolin Ding and Jingren Zhou},
+      year={2025},
+      eprint={2507.04701},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2507.04701}, 
+}
+```