CAMeLBERT Mix SA Model Model description CAMeLBERT Mix SA Model is a Sentiment Analysis (SA) model that was built by fine tuning the CAMeLBERT Mix model. For the fine tuning, we used the ASTD, ArSAS, and SemEval datasets. Our fine tuning procedure and the hyperparameters we used can be found in our paper "The Interplay of Variant, Size, and Task Type in Arabic Pre trained Language Models." Our fine tuning code can be found here. Intended uses You can use the CAMeLBERT Mix SA model directly as part of our CAMeL Tools SA component ( recommended ) or as part of the transformers pipeline. How to use To use the model with the CAMeL Tools SA component: You can also use the SA model directly with a transformers pipeline: Note : to download our models, you would need transformers =3.5.0 . Otherwise, you could download the models manually. Citation
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