Update README.md

README.md

@@ -60,10 +60,22 @@ base_model:
 ---
 
 
-X-ALMA builds upon [ALMA-R](https://arxiv.org/pdf/2401.08417) by expanding support from 6 to 50 languages. It utilizes a plug-and-play architecture with language-specific modules, complemented by a carefully designed training recipe. This release includes the **the complete X-ALMA model that contains the [X-ALMA pre-trained base model](https://huggingface.co/haoranxu/X-ALMA-13B-Pretrain) and all its language-specific modules**.
+[X-ALMA](https://arxiv.org/pdf/2410.03115) builds upon [ALMA-R](https://arxiv.org/pdf/2401.08417) by expanding support from 6 to 50 languages. It utilizes a plug-and-play architecture with language-specific modules, complemented by a carefully designed training recipe. This release includes the **the complete X-ALMA model that contains the [X-ALMA pre-trained base model](https://huggingface.co/haoranxu/X-ALMA-13B-Pretrain) and all its language-specific modules**.
+```
+@misc{xu2024xalmaplugplay,
+      title={X-ALMA: Plug & Play Modules and Adaptive Rejection for Quality Translation at Scale}, 
+      author={Haoran Xu and Kenton Murray and Philipp Koehn and Hieu Hoang and Akiko Eriguchi and Huda Khayrallah},
+      year={2024},
+      eprint={2410.03115},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2410.03115}, 
+}
+```
 
 X-ALMA supports 50 languages: en,da,nl,de,is,no,sv,af,ca,ro,gl,it,pt,es,bg,mk,sr,uk,ru,id,ms,th,vi,mg,fr,hu,el,cs,pl,lt,lv,ka,zh,ja,ko,fi,et,gu,hi,mr,ne,ur,az,kk,ky,tr,uz,ar,he,fa, ensuring their high-performance in translation, regardless of thir resource level.
 
+
 All X-ALMA checkpoints are released at huggingface:
 | Models | Model Link | Description |
 |:-------------:|:---------------:|:---------------:|