├── README.md ├── augmentation ├── __init__.py ├── bert_model.py ├── classifier.py └── generator.py ├── augmentation_main.py ├── baseline ├── __init__.py └── classifier.py ├── baseline_main.py ├── data_utils ├── data_utils.py ├── download_sst2.py ├── image_data_processors.py └── text_data_processors.py ├── magic_module.py ├── ren_main.py ├── results ├── image │ ├── baseline_imb002.txt │ ├── baseline_imb005.txt │ ├── baseline_imb01.txt │ ├── baseline_low_nopretrain.txt │ ├── baseline_low_pretrained.txt │ ├── ren_imb002.txt │ ├── ren_imb005.txt │ ├── ren_imb01.txt │ ├── ren_low_nopretrain.txt │ ├── ren_low_pretrained.txt │ ├── weighting_imb002.txt │ ├── weighting_imb005.txt │ ├── weighting_imb01.txt │ ├── weighting_low_nopretrain.txt │ └── weighting_low_pretrained.txt └── text │ ├── results_augmentation_sst5_low.txt │ ├── results_baseline_sst2_imb002.txt │ ├── results_baseline_sst2_imb005.txt │ ├── results_baseline_sst2_imb01.txt │ ├── results_baseline_sst5_low.txt │ ├── results_ren_sst2_imb002.txt │ ├── results_ren_sst2_imb005.txt │ ├── results_ren_sst2_imb01.txt │ ├── results_ren_sst5_low.txt │ ├── results_weighting_sst2_imb002.txt │ ├── results_weighting_sst2_imb005.txt │ ├── results_weighting_sst2_imb01.txt │ └── results_weighting_sst5_low.txt ├── scripts ├── image │ ├── baseline_imb002.sh │ ├── baseline_imb005.sh │ ├── baseline_imb01.sh │ ├── baseline_low_nopretrain.sh │ ├── baseline_low_pretrained.sh │ ├── ren_imb002.sh │ ├── ren_imb005.sh │ ├── ren_imb01.sh │ ├── ren_low_nopretrain.sh │ ├── ren_low_pretrained.sh │ ├── weighting_imb002.sh │ ├── weighting_imb005.sh │ ├── weighting_imb01.sh │ ├── weighting_low_nopretrain.sh │ └── weighting_low_pretrained.sh └── text │ ├── run_augmentation_sst5_low.sh │ ├── run_baseline_sst2_imb002.sh │ ├── run_baseline_sst2_imb005.sh │ ├── run_baseline_sst2_imb01.sh │ ├── run_baseline_sst5_low.sh │ ├── run_ren_sst2_imb002.sh │ ├── run_ren_sst2_imb005.sh │ ├── run_ren_sst2_imb01.sh │ ├── run_ren_sst5_low.sh │ ├── 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