Update README.md

README.md

@@ -109,10 +109,12 @@ If you use Diffutron in your research, please cite our preprint:
 
 ```bibtex
 @misc{diffutron2026,
-  author = {Kocabay, Şuayp Talha and Akkuş, Talha Rüzgar},
-  title = {Diffutron: A Masked Diffusion Language Model for Turkish Language},
-  year = {2026},
-  publisher = {Hugging Face},
-  howpublished = {\url{https://huggingface.co/collections/diffutron/diffutronlm}}
+      title={Diffutron: A Masked Diffusion Language Model for Turkish Language}, 
+      author={Şuayp Talha Kocabay and Talha Rüzgar Akkuş},
+      year={2026},
+      eprint={2603.20466},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2603.20466}, 
 }
 ```