Update citation

README.md

@@ -27,4 +27,13 @@ See the project site for more details and link to the paper and code: https://m-
 
 # Citation
 
-[More Information Needed]
+```
+@inproceedings{
+arriola2025e2d2,
+title={Encoder-Decoder Diffusion Language Models for Efficient Training and Inference},
+author={Marianne Arriola and Yair Schiff and Hao Phung and Aaron Gokaslan and Volodymyr Kuleshov},
+booktitle={The Thirty-ninth Annual Conference on Neural Information Processing Systems},
+year={2025},
+url={https://arxiv.org/abs/2510.22852}
+}
+```