Update README.md

README.md

@@ -126,10 +126,14 @@ output = cf(**{'input_text': input_text, 'image/encoded': image_encoded})
 
 If you find our work useful for your research and applications, please cite using this BibTeX:
 ```bibtex
-@article{mitrevski2024inksight,
-  title={InkSight: Offline-to-Online Handwriting Conversion by Learning to Read and Write},
-  author={Mitrevski, Blagoj and Rak, Arina and Schnitzler, Julian and Li, Chengkun and Maksai, Andrii and Berent, Jesse and Musat, Claudiu},
-  journal={arXiv preprint arXiv:2402.05804},
-  year={2024}
+@article{
+  mitrevski2025inksight,
+  title={InkSight: Offline-to-Online Handwriting Conversion by Teaching Vision-Language Models to Read and Write},
+  author={Blagoj Mitrevski and Arina Rak and Julian Schnitzler and Chengkun Li and Andrii Maksai and Jesse Berent and Claudiu Cristian Musat},
+  journal={Transactions on Machine Learning Research},
+  issn={2835-8856},
+  year={2025},
+  url={https://openreview.net/forum?id=pSyUfV5BqA},
+  note={}
 }
 ```