Update README.md

README.md

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----
-license: apache-2.0
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+---
+license: apache-2.0
+---
+
+
+## How to Cite
+
+Paper: ["Beyond the Lens: Quantifying the Impact of Scientific Documentaries through Amazon Reviews"](https://arxiv.org/abs/2502.08705)
+
+Paper to be published with [WebSci25](https://www.websci25.org/).  Before conference, if using this data please cite as:
+
+```latex
+@misc{naiman2025lensquantifyingimpactscientific,
+      title={Beyond the Lens: Quantifying the Impact of Scientific Documentaries through Amazon Reviews}, 
+      author={Jill Naiman and Aria Pessianzadeh and Hanyu Zhao and AJ Christensen and Alistair Nunn and Shriya Srikanth and Anushka Gami and Emma Maxwell and Louisa Zhang and Sri Nithya Yeragorla and Rezvaneh Rezapour},
+      year={2025},
+      eprint={2502.08705},
+      archivePrefix={arXiv},
+      primaryClass={cs.CY},
+      url={https://arxiv.org/abs/2502.08705}, 
+}
+```