Update README.md

README.md

@@ -3,7 +3,7 @@ language: ar
 widget:
  - text: "لكي نتجنب فيروس [MASK]"
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-# arabert_c19: An Arabert model pretrained on 1.5 million COVID-19 multi-dialect Arabic tweets 
+# arabert_c19 (https://arxiv.org/pdf/2105.03143.pdf): An Arabert model pretrained on 1.5 million COVID-19 multi-dialect Arabic tweets 
 **ARABERT COVID-19** is a pretrained (fine-tuned) version of the AraBERT v2 model (https://huggingface.co/aubmindlab/bert-base-arabertv02). The pretraining was done using 1.5 million multi-dialect Arabic tweets regarding the COVID-19 pandemic from the “Large Arabic Twitter Dataset on COVID-19” (https://arxiv.org/abs/2004.04315).
 The model can achieve better results for the tasks that deal with multi-dialect Arabic tweets in relation to the COVID-19 pandemic. 
 
@@ -28,6 +28,20 @@ text = "للوقايه من عدم انتشار كورونا عليك اولا
 arabert_prep.preprocess(text)
 ```
 
+# Citation
+
+Please cite as:
+
+``` bibtex
+@misc{ameur2021aracovid19mfh,
+      title={AraCOVID19-MFH: Arabic COVID-19 Multi-label Fake News and Hate Speech Detection Dataset}, 
+      author={Mohamed Seghir Hadj Ameur and Hassina Aliane},
+      year={2021},
+      eprint={2105.03143},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+```
 
 # Contacts
 **Hadj Ameur**: [Github](https://github.com/MohamedHadjAmeur) | <mohamedhadjameur@gmail.com> | <mhadjameur@cerist.dz>