Update README.md

README.md

@@ -37,3 +37,16 @@ dataset = load_dataset("iamgroot42/mimir", name="arxiv", split=f"member")
 ## 🛠️ Codebase
 For evaluating MIA methods on our datasets, visit our [GitHub repository](http://github.com/iamgroot42/mimir).
 
+
+## ⭐ Citing our Work
+
+If you find our codebase and datasets beneficial, kindly cite our work:
+
+```bibtex
+@article{duan2024membership,
+      title={Do Membership Inference Attacks Work on Large Language Models?}, 
+      author={Michael Duan and Anshuman Suri and Niloofar Mireshghallah and Sewon Min and Weijia Shi and Luke Zettlemoyer and Yulia Tsvetkov and Yejin Choi and David Evans and Hannaneh Hajishirzi},
+      year={2024},
+      journal={arXiv:2402.07841},
+}
+```