Updated README.md

README.md

@@ -55,7 +55,7 @@ widget:
 
 # mT5-m2o-english-CrossSum
 
-This repository contains the mT5 checkpoint finetuned on all cross-lingual pairs of the [CrossSum](https://huggingface.co/datasets/csebuetnlp/xlsum) dataset, where the target summary was in **english**, i.e. this model tries to summarize text written in any language in English. For finetuning details and scripts, see the [paper]() and the [official repository](https://github.com/csebuetnlp/CrossSum). 
+This repository contains the many-to-one (m2o) mT5 checkpoint finetuned on all cross-lingual pairs of the [CrossSum](https://huggingface.co/datasets/csebuetnlp/CrossSum) dataset, where the target summary was in **english**, i.e. this model tries to **summarize text written in any language in English.** For finetuning details and scripts, see the [paper](https://arxiv.org/abs/2112.08804) and the [official repository](https://github.com/csebuetnlp/CrossSum). 
 
 
 ## Using this model in `transformers` (tested on 4.11.0.dev0)
@@ -103,22 +103,14 @@ print(summary)
 
 If you use this model, please cite the following paper:
 ```
-@inproceedings{hasan-etal-2021-xl,
-    title = "{XL}-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages",
-    author = "Hasan, Tahmid  and
-      Bhattacharjee, Abhik  and
-      Islam, Md. Saiful  and
-      Mubasshir, Kazi  and
-      Li, Yuan-Fang  and
-      Kang, Yong-Bin  and
-      Rahman, M. Sohel  and
-      Shahriyar, Rifat",
-    booktitle = "Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021",
-    month = aug,
-    year = "2021",
-    address = "Online",
-    publisher = "Association for Computational Linguistics",
-    url = "https://aclanthology.org/2021.findings-acl.413",
-    pages = "4693--4703",
+@article{hasan2021crosssum,
+  author    = {Tahmid Hasan and Abhik Bhattacharjee and Wasi Uddin Ahmad and Yuan-Fang Li and Yong-bin Kang and Rifat Shahriyar},
+  title     = {CrossSum: Beyond English-Centric Cross-Lingual Abstractive Text Summarization for 1500+ Language Pairs},
+  journal   = {CoRR},
+  volume    = {abs/2112.08804},
+  year      = {2021},
+  url       = {https://arxiv.org/abs/2112.08804},
+  eprinttype = {arXiv},
+  eprint    = {2112.08804}
 }
 ```