Update README.md

README.md

@@ -61,12 +61,14 @@ ds = load_dataset("UKPLab/Graph2Counsel")
 If you use this dataset in your research, please cite:
 
 ```bibtex
-@dataset{PLACEHOLDER,
-  author    = {AUTHOR(S)},
-  title     = {DATASET TITLE},
-  year      = {YEAR},
-  publisher = {Hugging Face},
-  url       = {https://huggingface.co/datasets/YOUR_HF_USERNAME/YOUR_DATASET_NAME}
+@misc{mandal2026graph2counselclinicallygroundedsynthetic,
+      title={Graph2Counsel: Clinically Grounded Synthetic Counseling Dialogue Generation from Client Psychological Graphs}, 
+      author={Aishik Mandal and Hiba Arnaout and Clarissa W. Ong and Juliet Bockhorst and Kate Sheehan and Rachael Moldow and Tanmoy Chakraborty and Iryna Gurevych},
+      year={2026},
+      eprint={2604.20382},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2604.20382}, 
 }
 ```