Update README.md

README.md

@@ -198,4 +198,16 @@ Talk2Ref supports research on:
 The dataset is distributed under the **Creative Commons Attribution 4.0 International License (CC BY 4.0)**.  
 Users are free to share and adapt the dataset with appropriate attribution.
 
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+---
+
+### Citation
+
+@misc{broy2025talk2refdatasetreferenceprediction,
+      title={Talk2Ref: A Dataset for Reference Prediction from Scientific Talks}, 
+      author={Frederik Broy and Maike Züfle and Jan Niehues},
+      year={2025},
+      eprint={2510.24478},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2510.24478}, 
+}