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--- |
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language: ar |
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widget: |
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- text: " عاصمة لبنان هي [MASK] ." |
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--- |
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# arabert_c19: An Arabert model pretrained on 1.5 million COVID-19 Arabic multi-dialect tweets |
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**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). |
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The model can achieve better results for the tasks that deal with multi-dialect Arabic tweets in relation to the COVID-19 pandemic. |
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# Preprocessing |
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```python |
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from arabert.preprocess import ArabertPreprocessor |
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model_name="moha/arabert_c19" |
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arabert_prep = ArabertPreprocessor(model_name=model_name) |
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text = "للوقايه من عدم انتشار كورونا عليك اولا غسل اليدين بالماء والصابون وتكون عملية الغسل دقيقه تشمل راحة اليد الأصابع التركيز على الإبهام" |
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arabert_prep.preprocess(text) |
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``` |
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# Contacts |
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**Hadj Ameur**: [Github](https://github.com/MohamedHadjAmeur) | <[email protected]> | <[email protected]> |
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