Update README.md

README.md

@@ -232,6 +232,19 @@ dataset = load_dataset("nhop/scientific-quality-score-prediction", dataset_name)
 ```
 
 
+### Citation 
+
+If you make use of this dataset, please cite:
+
+```
+@article{hopner2025automatic,
+  title={Automatic Evaluation Metrics for Artificially Generated Scientific Research},
+  author={H{\"o}pner, Niklas and Eshuijs, Leon and Alivanistos, Dimitrios and Zamprogno, Giacomo and Tiddi, Ilaria},
+  journal={arXiv preprint arXiv:2503.05712},
+  year={2025}
+}
+```
+
 
 ### Overview of Dataset columns