Update README.md

README.md

@@ -50,4 +50,16 @@ size_categories:
 task_categories:
 - text-to-image
 - text-generation
----
+---
+
+This is the dataset constructed in and used to fine-tune the models proposed in our paper [Optimizing Negative Prompts for Enhanced Aesthetics and Fidelity in Text-To-Image Generation](arxiv.org/abs/2403.07605).
+
+If you find this dataset useful, please cite us here:
+```
+@article{ogezi2024optimizing,
+  title={Optimizing Negative Prompts for Enhanced Aesthetics and Fidelity in Text-To-Image Generation},
+  author={Ogezi, Michael and Shi, Ning},
+  journal={arXiv preprint arXiv:2403.07605},
+  year={2024}
+}
+```