Update README.md

README.md

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 license: cc-by-4.0
+language:
+- en
+size_categories:
+- 10M<n<100M
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 # Personal and Relational Event Sequence Datasets
 
-This dataset collection supports research on modeling **personal** and **relational** event sequences. It is organized into two main folders: `processed/` and `tasks/`.
+This dataset collection supports research on modeling **personal** and **relational** event sequences, as referred in our LoG 2025 paper: [Integrating Sequential and Relational Modeling for User Events: Datasets and Prediction Tasks](https://arxiv.org/abs/2510.11903).
+It is organized into two main folders: `processed/` and `tasks/`.
 
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@@ -103,7 +108,17 @@ Cho, E., Myers, S. A., & Leskovec, J. (2011). *Friendship and mobility: user mov
 
 Leskovec, J., & Krevl, A. (2014). *SNAP Datasets: Stanford large network dataset collection*. http://snap.stanford.edu/data  
 
-McAuley, J., Targett, C., Shi, Q., & Van Den Hengel, A. (2015). *Image-based recommendations on styles and substitutes*. In Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 43–52.  
+McAuley, J., Targett, C., Shi, Q., & Van Den Hengel, A. (2015). *Image-based recommendations on styles and substitutes*. In Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 43–52.
 
 
+## Citation
 
+If you use this dataset, please cite the following paper
+
+```bibtex
+@article{fathony2025integrating,
+  title={Integrating Sequential and Relational Modeling for User Events: Datasets and Prediction Tasks},
+  author={Fathony, Rizal and Melnyk, Igor and Reinert, Owen and Nguyen, Nam H and Rosa, Daniele and Bruss, C Bayan},
+  journal={Learning on Graphs Conference 2025},
+  year={2025}
+}