Update README.md

README.md

@@ -47,10 +47,14 @@ Diffutron achieves a significant reduction in perplexity and competitive scores
 ## Citation
 
 ```bibtex
-@article{kocabay2026diffutron,
-  title={Diffutron: A Masked Diffusion Language Model for Turkish Language},
-  author={Kocabay, Şuayp Talha and Akkuş, Talha Rüzgar},
-  journal={arXiv: [cs.CL]},
-  year={2026}
+@misc{diffutron2026,
+      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}, 
 }
+```