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README.md

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 ## Model description
 **CAMeLBERT-MSA GED-13 Model** is a Modern Standard Arabic (MSA) grammatical error detection (GED) model that was built by fine-tuning the [CAMeLBERT-MSA](https://huggingface.co/CAMeL-Lab/bert-base-arabic-camelbert-msa/) model.
-For the fine-tuning, we used the [QALB-2014](https://aclanthology.org/W14-3605.pdf) dataset. Please note that this model is fine-tuned on morphologically preprocessed text.
+For the fine-tuning, we used the [QALB-2014](https://aclanthology.org/W14-3605.pdf) dataset. Please note that this model was fine-tuned on morphologically preprocessed text.
 Our fine-tuning procedure and the hyperparameters we used can be found in our paper *"[Advancements in Arabic Grammatical Error Detection and Correction:
 An Empirical Investigation]()."* Our fine-tuning code and data can be found [here](https://github.com/CAMeL-Lab/arabic-gec).