Update README.md

README.md

@@ -12,7 +12,7 @@ pipeline_tag: fill-mask
 # mmBERT: A Modern Multilingual Encoder
 
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
-[![Paper](https://img.shields.io/badge/Paper-Arxiv-red)](https://arxiv.org/abs/xxxx.xxxxx)
+[![Paper](https://img.shields.io/badge/Paper-Arxiv-red)](https://arxiv.org/abs/2509.06888)
 [![Model](https://img.shields.io/badge/🤗%20Hugging%20Face-Model-blue)](https://huggingface.co/jhu-clsp/mmBERT-base)
 [![Collection](https://img.shields.io/badge/🤗%20Model%20Collection-blue)](https://huggingface.co/collections/jhu-clsp/mmbert-a-modern-multilingual-encoder-68b725831d7c6e3acc435ed4)
 [![GitHub](https://img.shields.io/badge/GitHub-Code-black)](https://github.com/jhu-clsp/mmBERT)
@@ -469,14 +469,14 @@ mmBERT was trained on a carefully curated 3T+ token multilingual dataset:
 If you use mmBERT in your research, please cite our work:
 
 ```bibtex
-@misc{marone2025mmbert,
-      title={Learning New Languages in the Decay Phase: A Multilingual Modern Encoder Model}, 
+@misc{marone2025mmbertmodernmultilingualencoder,
+      title={mmBERT: A Modern Multilingual Encoder with Annealed Language Learning}, 
       author={Marc Marone and Orion Weller and William Fleshman and Eugene Yang and Dawn Lawrie and Benjamin Van Durme},
       year={2025},
-      eprint={xxxx.xxxxx},
+      eprint={2509.06888},
       archivePrefix={arXiv},
       primaryClass={cs.CL},
-      url={https://arxiv.org/abs/xxxx.xxxxx}, 
+      url={https://arxiv.org/abs/2509.06888}, 
 }
 ```
 """