├── .gitignore ├── CHANGELOG.md ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── fewshot ├── adapters │ ├── __init__.py │ ├── adapter_configuration.py │ ├── adapter_controller.py │ ├── adapter_modeling.py │ └── utils.py ├── configs │ ├── bitfit_mte_ablation.json │ ├── finetune.json │ ├── loganIV.json │ ├── pattern_free.json │ ├── perfect.json │ ├── perfect_hinge_loss_ablation.json │ ├── perfect_init_ablation.json │ ├── perfect_init_range_ablation.json │ ├── perfect_label_embed_ablation.json │ ├── perfect_mask_position_ablation.json │ ├── perfect_num_masks_ablation.json │ ├── perfect_prototypical_ablation.json │ ├── perfect_without_adapters_ablation.json │ ├── pet.json │ └── prompt_mte_ablation.json ├── data │ ├── __init__.py │ ├── preprocessing.py │ ├── processors.py │ ├── tasks.py │ └── utils.py ├── metrics │ ├── __init__.py │ └── metrics.py ├── process_datasets.py ├── run_clm.py ├── scripts │ ├── bitfit_mte_ablation.sh │ ├── finetune.sh │ ├── loganIV.sh │ ├── pattern_free.sh │ ├── perfect.sh │ ├── perfect_hinge_loss_ablation.sh │ ├── perfect_init_ablation.sh │ ├── perfect_init_range_ablation.sh │ ├── perfect_label_embed_ablation.sh │ ├── perfect_mask_position_ablation.sh │ ├── perfect_num_masks_ablation.sh │ ├── perfect_prototypical_ablation.sh │ ├── perfect_without_adapters_ablation.sh │ ├── pet.sh │ └── prompt_mte_ablation.sh ├── third_party │ ├── __init__.py │ ├── models │ │ ├── __init__.py │ │ └── roberta │ │ │ ├── __init__.py │ │ │ ├── configuration_roberta.py │ │ │ ├── modeling_outputs.py │ │ │ └── modeling_roberta.py │ └── trainers │ │ ├── __init__.py │ │ └── trainer.py ├── training_args.py └── utils │ ├── __init__.py │ └── utils.py ├── requirements.txt └── setup.py /.gitignore: -------------------------------------------------------------------------------- 1 | .idea/ -------------------------------------------------------------------------------- /CHANGELOG.md: 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