Update README.md

README.md

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-The AraRoBERTa models are mono-dialectal Arabic models trained on a country-level dialect. AraRoBERTa uses RoBERTa base config. More details are available in the paper (soon).
+The **AraRoBERTa** models are mono-dialectal Arabic models trained on a country-level dialect. AraRoBERTa uses RoBERTa base config. More details are available in the paper [click](https://aclanthology.org/2022.wanlp-1.24/).
 
 The following are the AraRoBERTa seven dialectal variations:
 
-AraRoBERTa-SA: Saudi Arabia (SA).
-AraRoBERTa-EG: Egypt (EG).
-AraRoBERTa-KU: Kuwait (KU).
-AraRoBERTa-OM: Oman (OM).
-AraRoBERTa-LB: Lebanon (LB).
-AraRoBERTa-JO: Jordan (JO).
-AraRoBERTa-DZ: Algeria (DZ).
+* [AraRoBERTa-SA](https://huggingface.co/reemalyami/AraRoBERTa-SA): Saudi Arabia (SA) dialect.
+* [AraRoBERTa-EGY](https://huggingface.co/reemalyami/AraRoBERTa-EGY): Egypt (EGY) dialect.
+* [AraRoBERTa-KU](https://huggingface.co/reemalyami/AraRoBERTa-KU): Kuwait (KU) dialect.
+* [AraRoBERTa-OM](https://huggingface.co/reemalyami/AraRoBERTa-OM): Oman (OM) dialect.
+* [AraRoBERTa-LB](https://huggingface.co/reemalyami/AraRoBERTa-LB): Lebanon (LB) dialect.
+* [AraRoBERTa-JO](https://huggingface.co/reemalyami/AraRoBERTa-JO): Jordan (JO) dialect.
+* [AraRoBERTa-DZ](https://huggingface.co/reemalyami/AraRoBERTa-DZ): Algeria (DZ) dialect
+
+# When using the model, please cite our paper:
+
+```python
+@inproceedings{alyami-al-zaidy-2022-weakly,
+    title = "Weakly and Semi-Supervised Learning for {A}rabic Text Classification using Monodialectal Language Models",
+    author = "AlYami, Reem  and Al-Zaidy, Rabah",
+    booktitle = "Proceedings of the The Seventh Arabic Natural Language Processing Workshop (WANLP)",
+    month = dec,
+    year = "2022",
+    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
+    publisher = "Association for Computational Linguistics",
+    url = "https://aclanthology.org/2022.wanlp-1.24",
+    pages = "260--272",
+}
+```
+
+# Contact
+**Reem AlYami**: [Linkedin](https://www.linkedin.com/in/reem-alyami/) | <reem.yami@kfupm.edu.sa> | <yami.m.reem@gmail.com>