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@@ -80,12 +80,13 @@ It is recommended to apply our preprocessing function before training/testing on
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  **Install farasapy to segment text for AraBERT v1 & v2 `pip install farasapy`**
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  ```python
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- from arabert.preprocess import preprocess
 
 
 
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  text = "ولن نبالغ إذا قلنا إن هاتف أو كمبيوتر المكتب في زمننا هذا ضروري"
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- preprocess(text,
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- model_name="bert-large-arabertv02",
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- keep_emojis=False)
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  ```
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  ## Accepted_models
 
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  **Install farasapy to segment text for AraBERT v1 & v2 `pip install farasapy`**
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  ```python
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+ from arabert.preprocess import ArabertPreprocessor
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+
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+ model_name="bert-large-arabertv02"
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+ arabert_prep = ArabertPreprocessor(model_name=model_name)
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  text = "ولن نبالغ إذا قلنا إن هاتف أو كمبيوتر المكتب في زمننا هذا ضروري"
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+ arabert_prep.preprocess(text)
 
 
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  ```
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  ## Accepted_models