Update README.md

README.md

@@ -107,3 +107,19 @@ The following hyperparameters were used during training:
 - lr_scheduler_type: cosine
 - lr_scheduler_warmup_ratio: 0.05
 - num_epochs: 3.0
+
+## Citation
+
+If you are interested in our work, please consider citing this, it would be greatly appreciated!
+
+```bibtex
+@misc{wang2025chisellmunleashingpowerreasoning,
+      title={ChiseLLM: Unleashing the Power of Reasoning LLMs for Chisel Agile Hardware Development}, 
+      author={Bowei Wang and Jiaran Gao and Yelai Feng and Renzhi Chen and Shanshan Li and Lei Wang},
+      year={2025},
+      eprint={2504.19144},
+      archivePrefix={arXiv},
+      primaryClass={cs.AI},
+      url={https://arxiv.org/abs/2504.19144}, 
+}
+```