Update README.md

README.md

@@ -123,4 +123,16 @@ You are responsible for ensuring your use complies with the license of each indi
 
 ## Citation
 
-If you use DTLBench, please cite the CASCADE paper once it is publicly available. We will update this card with the final bibliography information after release.
+If you use DTLBench, please consider citing our paper:
+```
+@misc{guo2026cascadecasebasedcontinualadaptation,
+      title={CASCADE: Case-Based Continual Adaptation for Large Language Models During Deployment}, 
+      author={Siyuan Guo and Yali Du and Hechang Chen and Yi Chang and Jun Wang},
+      year={2026},
+      eprint={2605.06702},
+      archivePrefix={arXiv},
+      primaryClass={cs.AI},
+      url={https://arxiv.org/abs/2605.06702}, 
+}
+```
+