├── .gitignore ├── BERT_Hierarchical.py ├── Bert_Classification.py ├── Custom_Dataset_Class.py ├── README.md ├── RoBERT.py ├── img ├── Class_Interactions.png ├── Head_Truncation.png ├── Max_Pooling_Hierarchical.png ├── Mean_Pooling_Hierarchical.png ├── RoBERT.png ├── Tail_Truncation.png └── each_Chunk_as_Document.png ├── train.ipynb ├── us-consumer-finance-complaints.zip └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/helmy-elrais/RoBERT_Recurrence_over_BERT/HEAD/.gitignore -------------------------------------------------------------------------------- /BERT_Hierarchical.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/helmy-elrais/RoBERT_Recurrence_over_BERT/HEAD/BERT_Hierarchical.py -------------------------------------------------------------------------------- /Bert_Classification.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/helmy-elrais/RoBERT_Recurrence_over_BERT/HEAD/Bert_Classification.py -------------------------------------------------------------------------------- /Custom_Dataset_Class.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/helmy-elrais/RoBERT_Recurrence_over_BERT/HEAD/Custom_Dataset_Class.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/helmy-elrais/RoBERT_Recurrence_over_BERT/HEAD/README.md -------------------------------------------------------------------------------- /RoBERT.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/helmy-elrais/RoBERT_Recurrence_over_BERT/HEAD/RoBERT.py -------------------------------------------------------------------------------- /img/Class_Interactions.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/helmy-elrais/RoBERT_Recurrence_over_BERT/HEAD/img/Class_Interactions.png -------------------------------------------------------------------------------- /img/Head_Truncation.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/helmy-elrais/RoBERT_Recurrence_over_BERT/HEAD/img/Head_Truncation.png -------------------------------------------------------------------------------- /img/Max_Pooling_Hierarchical.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/helmy-elrais/RoBERT_Recurrence_over_BERT/HEAD/img/Max_Pooling_Hierarchical.png -------------------------------------------------------------------------------- /img/Mean_Pooling_Hierarchical.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/helmy-elrais/RoBERT_Recurrence_over_BERT/HEAD/img/Mean_Pooling_Hierarchical.png -------------------------------------------------------------------------------- /img/RoBERT.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/helmy-elrais/RoBERT_Recurrence_over_BERT/HEAD/img/RoBERT.png -------------------------------------------------------------------------------- /img/Tail_Truncation.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/helmy-elrais/RoBERT_Recurrence_over_BERT/HEAD/img/Tail_Truncation.png -------------------------------------------------------------------------------- /img/each_Chunk_as_Document.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/helmy-elrais/RoBERT_Recurrence_over_BERT/HEAD/img/each_Chunk_as_Document.png -------------------------------------------------------------------------------- /train.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/helmy-elrais/RoBERT_Recurrence_over_BERT/HEAD/train.ipynb -------------------------------------------------------------------------------- /us-consumer-finance-complaints.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/helmy-elrais/RoBERT_Recurrence_over_BERT/HEAD/us-consumer-finance-complaints.zip -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/helmy-elrais/RoBERT_Recurrence_over_BERT/HEAD/utils.py --------------------------------------------------------------------------------