├── .coveragerc ├── .gitignore ├── MANIFEST.in ├── README.md ├── __init__.py ├── datasets ├── emocontext │ ├── emocontext_label_test.npy │ ├── emocontext_label_train.npy │ ├── emocontext_test.txt │ ├── emocontext_test_label.npy │ ├── emocontext_test_text_new.txt │ ├── emocontext_train.txt │ ├── emocontext_train_label.npy │ └── emocontext_train_text_new.txt ├── emoint │ ├── emoint_label_test_anger.npy │ ├── emoint_label_test_fear.npy │ ├── emoint_label_test_joy.npy │ ├── emoint_label_test_sad.npy │ ├── emoint_label_train_anger.npy │ ├── emoint_label_train_fear.npy │ ├── emoint_label_train_joy.npy │ ├── emoint_label_train_sad.npy │ ├── emoint_test_anger.txt │ ├── emoint_test_anger_label.npy │ ├── emoint_test_anger_text_new.txt │ ├── emoint_test_fear.txt │ ├── emoint_test_fear_label.npy │ ├── emoint_test_fear_text_new.txt │ ├── emoint_test_joy.txt │ ├── emoint_test_joy_label.npy │ ├── emoint_test_joy_text_new.txt │ ├── emoint_test_sad.txt │ ├── emoint_test_sad_label.npy │ ├── emoint_test_sad_text_new.txt │ ├── emoint_train_anger.txt │ ├── emoint_train_anger_label.npy │ ├── emoint_train_anger_text_new.txt │ ├── emoint_train_fear.txt │ ├── emoint_train_fear_label.npy │ ├── emoint_train_fear_text_new.txt │ ├── emoint_train_joy.txt │ ├── emoint_train_joy_label.npy │ ├── emoint_train_joy_text_new.txt │ ├── emoint_train_sad.txt │ ├── emoint_train_sad_label.npy │ └── emoint_train_sad_text_new.txt ├── sst-2 │ ├── sst2_dev_label.npy │ ├── sst2_dev_text.txt │ ├── sst2_dev_text_new.txt │ ├── sst2_label_dev.npy │ ├── sst2_label_train.npy │ ├── sst2_train_label.npy │ ├── sst2_train_text.txt │ └── sst2_train_text_new.txt ├── sst-3 │ ├── sstphrase_label_test.npy │ ├── sstphrase_label_train.npy │ ├── sstphrase_test.txt │ ├── sstphrase_test_text_new.txt │ ├── sstphrase_train.txt │ └── sstphrase_train_text_new.txt ├── sstphrase │ ├── but_new.npy │ ├── edge_swap_test_new.npy │ ├── edge_test_new.npy │ ├── neg_new.npy │ ├── sstphrase_test.txt │ ├── sstphrase_test_text_new.txt │ ├── sstphrase_train.txt │ ├── sstphrase_train_text_new.txt │ └── swap_test_new.npy └── twitter │ ├── twitter_label_test.npy │ ├── twitter_label_train.npy │ ├── twitter_test.txt │ ├── twitter_test_label.npy │ ├── twitter_test_text_new.txt │ ├── twitter_train.txt │ ├── twitter_train_label.npy │ └── twitter_train_text_new.txt ├── docker └── Dockerfile ├── docs └── imgs │ ├── warmup_constant_schedule.png │ ├── warmup_cosine_hard_restarts_schedule.png │ ├── warmup_cosine_schedule.png │ ├── warmup_cosine_warm_restarts_schedule.png │ └── warmup_linear_schedule.png ├── examples ├── bertology.py ├── extract_features.py ├── lm_finetuning │ ├── SentiWordNet_3.0.0.txt │ ├── finetune_on_pregenerated_sstphrase.py │ ├── pregenerate_training_data_sstphrase.py │ └── simple_lm_finetuning.py ├── run_classifier_dataset_utils_graph.py ├── run_classifier_dataset_utils_new.py ├── run_classifier_new.py ├── run_gpt2.py ├── run_openai_gpt.py ├── run_squad.py ├── run_squad_dataset_utils.py ├── run_swag.py └── run_transfo_xl.py ├── glue_shell.txt ├── hubconfs ├── bert_hubconf.py ├── gpt2_hubconf.py ├── gpt_hubconf.py └── transformer_xl_hubconf.py ├── model.png ├── notebooks ├── Comparing-TF-and-PT-models-MLM-NSP.ipynb ├── Comparing-TF-and-PT-models-SQuAD.ipynb └── Comparing-TF-and-PT-models.ipynb ├── preprocessing ├── emocontext_st.py ├── emoint_st.py ├── sst2_st.py ├── sstphrase_st.py └── twitter_st.py └── pytorch_pretrained_bert ├── __init__.py ├── __main__.py ├── convert_gpt2_checkpoint_to_pytorch.py ├── convert_openai_checkpoint_to_pytorch.py ├── convert_tf_checkpoint_to_pytorch.py ├── convert_transfo_xl_checkpoint_to_pytorch.py ├── file_utils.py ├── modeling_gpt2.py ├── modeling_new.py ├── modeling_openai.py ├── modeling_transfo_xl.py ├── modeling_transfo_xl_utilities.py ├── optimization.py ├── optimization_openai.py ├── tokenization.py ├── tokenization_gpt2.py ├── tokenization_openai.py └── tokenization_transfo_xl.py /.coveragerc: 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