Examples
AraBERT_ANERCorp_CamelSplits.ipynb is a demo of AraBERT for token classification on the ANERCorp dataset.
araBERT_(Updated_Demo_TF).ipynb is a demo using the AJGT dataset using TensorFlow Estimators (GPU and TPU compatible).
AraBERT_with_fast_bert.ipynb is a demo using the AJGT dataset with Fast-Bert library
AraBERT_Fill_Mask.ipynb is a demo of the Masked Language capabilites and how it is better than other models that support Arabic
AraBERT_Text_Classification_with_HF_Trainer_Pytorch_GPU.ipynb is a demo using the AJGT dataset using HuggingFace's Trainer API for PyTorch (GPU compatible) Note: TPU compatibility should be enabled in the TrainingArguments but not tested yet
MTL_AraBERT_Offensive_Lanaguage_detection.ipynb is the code used in the in the OSACT4 - shared task on Offensive language detection (LREC 2020). Paper Link