├── .gitignore ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── NOTICE ├── README.md ├── THIRD-PARTY-LICENSES ├── config.json ├── dataset-release ├── nominal │ ├── HumanEval.jsonl │ ├── humaneval_partial.jsonl │ ├── mbpp_partial.jsonl │ └── mbpp_wtest.jsonl └── perturbed_finalized │ ├── humaneval │ └── full │ │ ├── format │ │ ├── humaneval_doc2comments_s0.jsonl │ │ ├── humaneval_new_line_aftercode_s0.jsonl │ │ ├── humaneval_new_line_afterdoc_s0.jsonl │ │ ├── humaneval_new_lines_s0.jsonl │ │ ├── humaneval_new_lines_s1.jsonl │ │ ├── humaneval_new_lines_s2.jsonl │ │ ├── humaneval_new_lines_s3.jsonl │ │ ├── humaneval_new_lines_s4.jsonl │ │ ├── humaneval_new_lines_s5.jsonl │ │ ├── humaneval_new_lines_s6.jsonl │ │ ├── humaneval_new_lines_s7.jsonl │ │ ├── humaneval_new_lines_s8.jsonl │ │ ├── humaneval_new_lines_s9.jsonl │ │ ├── humaneval_split_lines_s0.jsonl │ │ └── humaneval_tab_indent_s0.jsonl │ │ ├── func_name │ │ ├── humaneval_FuncRenameButterFinger_s0.jsonl │ │ ├── humaneval_FuncRenameButterFinger_s1.jsonl │ │ ├── humaneval_FuncRenameButterFinger_s2.jsonl │ │ ├── humaneval_FuncRenameButterFinger_s3.jsonl │ │ ├── humaneval_FuncRenameButterFinger_s4.jsonl │ │ ├── humaneval_FuncRenameButterFinger_s5.jsonl │ │ ├── humaneval_FuncRenameButterFinger_s6.jsonl │ │ ├── humaneval_FuncRenameButterFinger_s7.jsonl │ │ ├── humaneval_FuncRenameButterFinger_s8.jsonl │ │ ├── humaneval_FuncRenameButterFinger_s9.jsonl │ │ ├── humaneval_FuncRenameCamelCase_s0.jsonl │ │ ├── humaneval_FuncRenameChangeChar_s0.jsonl │ │ ├── humaneval_FuncRenameChangeChar_s1.jsonl │ │ ├── humaneval_FuncRenameChangeChar_s2.jsonl │ │ ├── humaneval_FuncRenameChangeChar_s3.jsonl │ │ ├── humaneval_FuncRenameChangeChar_s4.jsonl │ │ ├── humaneval_FuncRenameChangeChar_s5.jsonl │ │ ├── humaneval_FuncRenameChangeChar_s6.jsonl │ │ ├── humaneval_FuncRenameChangeChar_s7.jsonl │ │ ├── humaneval_FuncRenameChangeChar_s8.jsonl │ │ ├── humaneval_FuncRenameChangeChar_s9.jsonl │ │ ├── humaneval_FuncRenameInflectionalVariation_s0.jsonl │ │ ├── humaneval_FuncRenameInflectionalVariation_s1.jsonl │ │ ├── humaneval_FuncRenameInflectionalVariation_s2.jsonl │ │ ├── humaneval_FuncRenameInflectionalVariation_s3.jsonl │ │ ├── humaneval_FuncRenameInflectionalVariation_s4.jsonl │ │ ├── humaneval_FuncRenameInflectionalVariation_s5.jsonl │ │ ├── humaneval_FuncRenameInflectionalVariation_s6.jsonl │ │ ├── humaneval_FuncRenameInflectionalVariation_s7.jsonl │ │ ├── humaneval_FuncRenameInflectionalVariation_s8.jsonl │ │ ├── humaneval_FuncRenameInflectionalVariation_s9.jsonl │ │ ├── humaneval_FuncRenameSwapChar_s0.jsonl │ │ ├── humaneval_FuncRenameSwapChar_s1.jsonl │ │ ├── humaneval_FuncRenameSwapChar_s2.jsonl │ │ ├── humaneval_FuncRenameSwapChar_s3.jsonl │ │ ├── humaneval_FuncRenameSwapChar_s4.jsonl │ │ ├── humaneval_FuncRenameSwapChar_s5.jsonl │ │ ├── humaneval_FuncRenameSwapChar_s6.jsonl │ │ ├── humaneval_FuncRenameSwapChar_s7.jsonl │ │ ├── humaneval_FuncRenameSwapChar_s8.jsonl │ │ ├── humaneval_FuncRenameSwapChar_s9.jsonl │ │ ├── humaneval_FuncRenameSynonymSub_s0.jsonl │ │ ├── humaneval_FuncRenameSynonymSub_s1.jsonl │ │ ├── humaneval_FuncRenameSynonymSub_s2.jsonl │ │ ├── humaneval_FuncRenameSynonymSub_s3.jsonl │ │ ├── humaneval_FuncRenameSynonymSub_s4.jsonl │ │ ├── humaneval_FuncRenameSynonymSub_s5.jsonl │ │ ├── humaneval_FuncRenameSynonymSub_s6.jsonl │ │ ├── humaneval_FuncRenameSynonymSub_s7.jsonl │ │ ├── humaneval_FuncRenameSynonymSub_s8.jsonl │ │ └── humaneval_FuncRenameSynonymSub_s9.jsonl │ │ ├── natgen │ │ ├── humaneval_DeadCodeInserterLast_s0.jsonl │ │ ├── humaneval_DeadCodeInserter_s0.jsonl │ │ ├── humaneval_DeadCodeInserter_s1.jsonl │ │ ├── humaneval_DeadCodeInserter_s2.jsonl │ │ ├── humaneval_DeadCodeInserter_s3.jsonl │ │ ├── humaneval_DeadCodeInserter_s4.jsonl │ │ ├── humaneval_DeadCodeInserter_s5.jsonl │ │ ├── humaneval_DeadCodeInserter_s6.jsonl │ │ ├── humaneval_DeadCodeInserter_s7.jsonl │ │ ├── humaneval_DeadCodeInserter_s8.jsonl │ │ ├── humaneval_DeadCodeInserter_s9.jsonl │ │ ├── humaneval_ForWhileTransformer_s0.jsonl │ │ ├── humaneval_OperandSwap_s0.jsonl │ │ ├── humaneval_VarRenamerCB_s0.jsonl │ │ ├── humaneval_VarRenamerNaive_s0.jsonl │ │ ├── humaneval_VarRenamerRN_s0.jsonl │ │ ├── humaneval_VarRenamerRN_s1.jsonl │ │ ├── humaneval_VarRenamerRN_s2.jsonl │ │ ├── humaneval_VarRenamerRN_s3.jsonl │ │ ├── humaneval_VarRenamerRN_s4.jsonl │ │ ├── humaneval_VarRenamerRN_s5.jsonl │ │ ├── humaneval_VarRenamerRN_s6.jsonl │ │ ├── humaneval_VarRenamerRN_s7.jsonl │ │ ├── humaneval_VarRenamerRN_s8.jsonl │ │ └── humaneval_VarRenamerRN_s9.jsonl │ │ └── nlaugmenter │ │ ├── humaneval_BackTranslation_s0.jsonl │ │ ├── humaneval_ButterFingersPerturbation_s0.jsonl │ │ ├── humaneval_ButterFingersPerturbation_s1.jsonl │ │ ├── humaneval_ButterFingersPerturbation_s2.jsonl │ │ ├── humaneval_ButterFingersPerturbation_s3.jsonl │ │ ├── humaneval_ButterFingersPerturbation_s4.jsonl │ │ ├── humaneval_ButterFingersPerturbation_s5.jsonl │ │ ├── humaneval_ButterFingersPerturbation_s6.jsonl │ │ ├── humaneval_ButterFingersPerturbation_s7.jsonl │ │ ├── humaneval_ButterFingersPerturbation_s8.jsonl │ │ ├── humaneval_ButterFingersPerturbation_s9.jsonl │ │ ├── humaneval_ChangeCharCase_s0.jsonl │ │ ├── humaneval_ChangeCharCase_s1.jsonl │ │ ├── humaneval_ChangeCharCase_s2.jsonl │ │ ├── humaneval_ChangeCharCase_s3.jsonl │ │ ├── humaneval_ChangeCharCase_s4.jsonl │ │ ├── humaneval_ChangeCharCase_s5.jsonl │ │ ├── humaneval_ChangeCharCase_s6.jsonl │ │ ├── humaneval_ChangeCharCase_s7.jsonl │ │ ├── humaneval_ChangeCharCase_s8.jsonl │ │ ├── humaneval_ChangeCharCase_s9.jsonl │ │ ├── humaneval_EnglishInflectionalVariation_s0.jsonl │ │ ├── humaneval_EnglishInflectionalVariation_s1.jsonl │ │ ├── humaneval_EnglishInflectionalVariation_s2.jsonl │ │ ├── humaneval_EnglishInflectionalVariation_s3.jsonl │ │ ├── humaneval_EnglishInflectionalVariation_s4.jsonl │ │ ├── humaneval_EnglishInflectionalVariation_s5.jsonl │ │ ├── humaneval_EnglishInflectionalVariation_s6.jsonl │ │ ├── humaneval_EnglishInflectionalVariation_s7.jsonl │ │ ├── humaneval_EnglishInflectionalVariation_s8.jsonl │ │ ├── humaneval_EnglishInflectionalVariation_s9.jsonl │ │ ├── humaneval_SwapCharactersPerturbation_s0.jsonl │ │ ├── humaneval_SwapCharactersPerturbation_s1.jsonl │ │ ├── humaneval_SwapCharactersPerturbation_s2.jsonl │ │ ├── humaneval_SwapCharactersPerturbation_s3.jsonl │ │ ├── humaneval_SwapCharactersPerturbation_s4.jsonl │ │ ├── humaneval_SwapCharactersPerturbation_s5.jsonl │ │ ├── humaneval_SwapCharactersPerturbation_s6.jsonl │ │ ├── humaneval_SwapCharactersPerturbation_s7.jsonl │ │ ├── humaneval_SwapCharactersPerturbation_s8.jsonl │ │ ├── humaneval_SwapCharactersPerturbation_s9.jsonl │ │ ├── humaneval_SynonymInsertion_s0.jsonl │ │ ├── humaneval_SynonymInsertion_s1.jsonl │ │ ├── humaneval_SynonymInsertion_s2.jsonl │ │ ├── humaneval_SynonymInsertion_s3.jsonl │ │ ├── humaneval_SynonymInsertion_s4.jsonl │ │ ├── humaneval_SynonymInsertion_s5.jsonl │ │ ├── humaneval_SynonymInsertion_s6.jsonl │ │ ├── humaneval_SynonymInsertion_s7.jsonl │ │ ├── humaneval_SynonymInsertion_s8.jsonl │ │ ├── humaneval_SynonymInsertion_s9.jsonl │ │ ├── humaneval_SynonymSubstitution_s0.jsonl │ │ ├── humaneval_SynonymSubstitution_s1.jsonl │ │ ├── humaneval_SynonymSubstitution_s2.jsonl │ │ ├── humaneval_SynonymSubstitution_s3.jsonl │ │ ├── humaneval_SynonymSubstitution_s4.jsonl │ │ ├── humaneval_SynonymSubstitution_s5.jsonl │ │ ├── humaneval_SynonymSubstitution_s6.jsonl │ │ ├── humaneval_SynonymSubstitution_s7.jsonl │ │ ├── humaneval_SynonymSubstitution_s8.jsonl │ │ ├── humaneval_SynonymSubstitution_s9.jsonl │ │ ├── humaneval_TenseTransformationFuture_s0.jsonl │ │ ├── humaneval_TenseTransformationPast_s0.jsonl │ │ ├── humaneval_WhitespacePerturbation_s0.jsonl │ │ ├── humaneval_WhitespacePerturbation_s1.jsonl │ │ ├── humaneval_WhitespacePerturbation_s2.jsonl │ │ ├── humaneval_WhitespacePerturbation_s3.jsonl │ │ ├── humaneval_WhitespacePerturbation_s4.jsonl │ │ ├── humaneval_WhitespacePerturbation_s5.jsonl │ │ ├── humaneval_WhitespacePerturbation_s6.jsonl │ │ ├── humaneval_WhitespacePerturbation_s7.jsonl │ │ ├── humaneval_WhitespacePerturbation_s8.jsonl │ │ └── humaneval_WhitespacePerturbation_s9.jsonl │ └── mbpp │ └── full │ ├── format │ ├── mbpp_doc2comments_s0.jsonl │ ├── mbpp_new_line_aftercode_s0.jsonl │ ├── mbpp_new_line_afterdoc_s0.jsonl │ ├── mbpp_new_lines_s0.jsonl │ ├── mbpp_new_lines_s1.jsonl │ ├── mbpp_new_lines_s2.jsonl │ ├── mbpp_new_lines_s3.jsonl │ ├── mbpp_new_lines_s4.jsonl │ ├── mbpp_new_lines_s5.jsonl │ ├── mbpp_new_lines_s6.jsonl │ ├── mbpp_new_lines_s7.jsonl │ ├── mbpp_new_lines_s8.jsonl │ ├── mbpp_new_lines_s9.jsonl │ ├── mbpp_split_lines_s0.jsonl │ └── mbpp_tab_indent_s0.jsonl │ ├── func_name │ ├── mbpp_FuncRenameButterFinger_s0.jsonl │ ├── mbpp_FuncRenameButterFinger_s1.jsonl │ ├── mbpp_FuncRenameButterFinger_s2.jsonl │ ├── mbpp_FuncRenameButterFinger_s3.jsonl │ ├── mbpp_FuncRenameButterFinger_s4.jsonl │ ├── mbpp_FuncRenameButterFinger_s5.jsonl │ ├── mbpp_FuncRenameButterFinger_s6.jsonl │ ├── mbpp_FuncRenameButterFinger_s7.jsonl │ ├── mbpp_FuncRenameButterFinger_s8.jsonl │ ├── mbpp_FuncRenameButterFinger_s9.jsonl │ ├── mbpp_FuncRenameCamelCase_s0.jsonl │ ├── mbpp_FuncRenameChangeChar_s0.jsonl │ ├── mbpp_FuncRenameChangeChar_s1.jsonl │ ├── mbpp_FuncRenameChangeChar_s2.jsonl │ ├── mbpp_FuncRenameChangeChar_s3.jsonl │ ├── mbpp_FuncRenameChangeChar_s4.jsonl │ ├── mbpp_FuncRenameChangeChar_s5.jsonl │ ├── mbpp_FuncRenameChangeChar_s6.jsonl │ ├── mbpp_FuncRenameChangeChar_s7.jsonl │ ├── mbpp_FuncRenameChangeChar_s8.jsonl │ ├── mbpp_FuncRenameChangeChar_s9.jsonl │ ├── mbpp_FuncRenameInflectionalVariation_s0.jsonl │ ├── mbpp_FuncRenameInflectionalVariation_s1.jsonl │ ├── mbpp_FuncRenameInflectionalVariation_s2.jsonl │ ├── mbpp_FuncRenameInflectionalVariation_s3.jsonl │ ├── mbpp_FuncRenameInflectionalVariation_s4.jsonl │ ├── mbpp_FuncRenameInflectionalVariation_s5.jsonl │ ├── mbpp_FuncRenameInflectionalVariation_s6.jsonl │ ├── mbpp_FuncRenameInflectionalVariation_s7.jsonl │ ├── mbpp_FuncRenameInflectionalVariation_s8.jsonl │ ├── mbpp_FuncRenameInflectionalVariation_s9.jsonl │ ├── mbpp_FuncRenameSwapChar_s0.jsonl │ ├── mbpp_FuncRenameSwapChar_s1.jsonl │ ├── mbpp_FuncRenameSwapChar_s2.jsonl │ ├── mbpp_FuncRenameSwapChar_s3.jsonl │ ├── mbpp_FuncRenameSwapChar_s4.jsonl │ ├── mbpp_FuncRenameSwapChar_s5.jsonl │ ├── mbpp_FuncRenameSwapChar_s6.jsonl │ ├── mbpp_FuncRenameSwapChar_s7.jsonl │ ├── mbpp_FuncRenameSwapChar_s8.jsonl │ ├── mbpp_FuncRenameSwapChar_s9.jsonl │ ├── mbpp_FuncRenameSynonymSub_s0.jsonl │ ├── mbpp_FuncRenameSynonymSub_s1.jsonl │ ├── mbpp_FuncRenameSynonymSub_s2.jsonl │ ├── mbpp_FuncRenameSynonymSub_s3.jsonl │ ├── mbpp_FuncRenameSynonymSub_s4.jsonl │ ├── mbpp_FuncRenameSynonymSub_s5.jsonl │ ├── mbpp_FuncRenameSynonymSub_s6.jsonl │ ├── mbpp_FuncRenameSynonymSub_s7.jsonl │ ├── mbpp_FuncRenameSynonymSub_s8.jsonl │ └── mbpp_FuncRenameSynonymSub_s9.jsonl │ ├── natgen │ ├── mbpp_DeadCodeInserterLast_s0.jsonl │ ├── mbpp_DeadCodeInserter_s0.jsonl │ ├── mbpp_DeadCodeInserter_s1.jsonl │ ├── mbpp_DeadCodeInserter_s2.jsonl │ ├── mbpp_DeadCodeInserter_s3.jsonl │ ├── mbpp_DeadCodeInserter_s4.jsonl │ ├── mbpp_DeadCodeInserter_s5.jsonl │ ├── mbpp_DeadCodeInserter_s6.jsonl │ ├── mbpp_DeadCodeInserter_s7.jsonl │ ├── mbpp_DeadCodeInserter_s8.jsonl │ ├── mbpp_DeadCodeInserter_s9.jsonl │ ├── mbpp_ForWhileTransformer_s0.jsonl │ ├── mbpp_OperandSwap_s0.jsonl │ ├── mbpp_VarRenamerCB_s0.jsonl │ ├── mbpp_VarRenamerNaive_s0.jsonl │ ├── mbpp_VarRenamerRN_s0.jsonl │ ├── mbpp_VarRenamerRN_s1.jsonl │ ├── mbpp_VarRenamerRN_s2.jsonl │ ├── mbpp_VarRenamerRN_s3.jsonl │ ├── mbpp_VarRenamerRN_s4.jsonl │ ├── mbpp_VarRenamerRN_s5.jsonl │ ├── mbpp_VarRenamerRN_s6.jsonl │ ├── mbpp_VarRenamerRN_s7.jsonl │ ├── mbpp_VarRenamerRN_s8.jsonl │ └── mbpp_VarRenamerRN_s9.jsonl │ └── nlaugmenter │ ├── mbpp_BackTranslation_s0.jsonl │ ├── mbpp_ButterFingersPerturbation_s0.jsonl │ ├── mbpp_ButterFingersPerturbation_s1.jsonl │ ├── mbpp_ButterFingersPerturbation_s2.jsonl │ ├── mbpp_ButterFingersPerturbation_s3.jsonl │ ├── mbpp_ButterFingersPerturbation_s4.jsonl │ ├── mbpp_ButterFingersPerturbation_s5.jsonl │ ├── mbpp_ButterFingersPerturbation_s6.jsonl │ ├── mbpp_ButterFingersPerturbation_s7.jsonl │ ├── mbpp_ButterFingersPerturbation_s8.jsonl │ ├── mbpp_ButterFingersPerturbation_s9.jsonl │ ├── mbpp_ChangeCharCase_s0.jsonl │ ├── mbpp_ChangeCharCase_s1.jsonl │ ├── mbpp_ChangeCharCase_s2.jsonl │ ├── mbpp_ChangeCharCase_s3.jsonl │ ├── mbpp_ChangeCharCase_s4.jsonl │ ├── mbpp_ChangeCharCase_s5.jsonl │ ├── mbpp_ChangeCharCase_s6.jsonl │ ├── mbpp_ChangeCharCase_s7.jsonl │ ├── mbpp_ChangeCharCase_s8.jsonl │ ├── mbpp_ChangeCharCase_s9.jsonl │ ├── mbpp_EnglishInflectionalVariation_s0.jsonl │ ├── mbpp_EnglishInflectionalVariation_s1.jsonl │ ├── mbpp_EnglishInflectionalVariation_s2.jsonl │ ├── mbpp_EnglishInflectionalVariation_s3.jsonl │ ├── mbpp_EnglishInflectionalVariation_s4.jsonl │ ├── mbpp_EnglishInflectionalVariation_s5.jsonl │ ├── mbpp_EnglishInflectionalVariation_s6.jsonl │ ├── mbpp_EnglishInflectionalVariation_s7.jsonl │ ├── mbpp_EnglishInflectionalVariation_s8.jsonl │ ├── mbpp_EnglishInflectionalVariation_s9.jsonl │ ├── mbpp_SwapCharactersPerturbation_s0.jsonl │ ├── mbpp_SwapCharactersPerturbation_s1.jsonl │ ├── mbpp_SwapCharactersPerturbation_s2.jsonl │ ├── mbpp_SwapCharactersPerturbation_s3.jsonl │ ├── mbpp_SwapCharactersPerturbation_s4.jsonl │ ├── mbpp_SwapCharactersPerturbation_s5.jsonl │ ├── mbpp_SwapCharactersPerturbation_s6.jsonl │ ├── mbpp_SwapCharactersPerturbation_s7.jsonl │ ├── mbpp_SwapCharactersPerturbation_s8.jsonl │ ├── mbpp_SwapCharactersPerturbation_s9.jsonl │ ├── mbpp_SynonymInsertion_s0.jsonl │ ├── mbpp_SynonymInsertion_s1.jsonl │ ├── mbpp_SynonymInsertion_s2.jsonl │ ├── mbpp_SynonymInsertion_s3.jsonl │ ├── mbpp_SynonymInsertion_s4.jsonl │ ├── mbpp_SynonymInsertion_s5.jsonl │ ├── mbpp_SynonymInsertion_s6.jsonl │ ├── mbpp_SynonymInsertion_s7.jsonl │ ├── mbpp_SynonymInsertion_s8.jsonl │ ├── mbpp_SynonymInsertion_s9.jsonl │ ├── mbpp_SynonymSubstitution_s0.jsonl │ ├── mbpp_SynonymSubstitution_s1.jsonl │ ├── mbpp_SynonymSubstitution_s2.jsonl │ ├── mbpp_SynonymSubstitution_s3.jsonl │ ├── mbpp_SynonymSubstitution_s4.jsonl │ ├── mbpp_SynonymSubstitution_s5.jsonl │ ├── mbpp_SynonymSubstitution_s6.jsonl │ ├── mbpp_SynonymSubstitution_s7.jsonl │ ├── mbpp_SynonymSubstitution_s8.jsonl │ ├── mbpp_SynonymSubstitution_s9.jsonl │ ├── mbpp_TenseTransformationFuture_s0.jsonl │ ├── mbpp_TenseTransformationPast_s0.jsonl │ ├── mbpp_WhitespacePerturbation_s0.jsonl │ ├── mbpp_WhitespacePerturbation_s1.jsonl │ ├── mbpp_WhitespacePerturbation_s2.jsonl │ ├── mbpp_WhitespacePerturbation_s3.jsonl │ ├── mbpp_WhitespacePerturbation_s4.jsonl │ ├── mbpp_WhitespacePerturbation_s5.jsonl │ ├── mbpp_WhitespacePerturbation_s6.jsonl │ ├── mbpp_WhitespacePerturbation_s7.jsonl │ ├── mbpp_WhitespacePerturbation_s8.jsonl │ └── mbpp_WhitespacePerturbation_s9.jsonl ├── datasets └── nominal │ ├── HumanEval.jsonl │ ├── humaneval_partial.jsonl │ ├── mbpp_partial.jsonl │ └── mbpp_wtest.jsonl ├── environment.yml ├── evaluate-public-models ├── README.md ├── __init__.py ├── evaluate_model.py ├── run_eval_models.sh └── utils │ ├── __init__.py │ ├── metrics.py │ └── truncate.py ├── format ├── __init__.py ├── doc2comments.py ├── new_lines.py ├── split_lines.py └── tab_indent.py ├── func_rename ├── __init__.py └── func_rename.py ├── natgen ├── __init__.py ├── languages.so ├── transformations │ ├── __init__.py │ ├── block_swap_transformations.py │ ├── confusion_remove.py │ ├── dead_code_inserter.py │ ├── demo_transformation.py │ ├── for_while_transformation.py │ ├── language_processors │ │ ├── __init__.py │ │ ├── c_sharp_processor.py │ │ ├── go_processor.py │ │ ├── java_c_processor.py │ │ ├── javascript_processor.py │ │ ├── php_processor.py │ │ ├── python_processor.py │ │ ├── python_processor_orig.py │ │ ├── ruby_processor.py │ │ └── utils.py │ ├── my-languages.so │ ├── no_transform.py │ ├── operand_swap_transformations.py │ ├── syntactic_noising_transformation.py │ ├── transformation_base.py │ ├── transformation_main.py │ └── var_renaming_transformation.py ├── treesitter │ └── build.py └── utils.py ├── nlaugmenter ├── README.md ├── __init__.py ├── evaluation │ ├── README.md │ ├── TestRunner.py │ ├── __init__.py │ ├── evaluate.py │ ├── evaluate_ner_tagging.py │ ├── evaluate_paraphrase_detection.py │ ├── evaluate_question_answering.py │ ├── evaluate_text_classification.py │ ├── evaluate_text_generation.py │ ├── evaluation_engine.py │ └── leaderboard_wrapper.py ├── filters │ ├── README.md │ ├── __init__.py │ ├── code_mixing │ │ ├── README.md │ │ ├── __init__.py │ │ ├── filter.py │ │ ├── requirements.txt │ │ └── test.json │ ├── diacritic_filter │ │ ├── README.md │ │ ├── __init__.py │ │ ├── filter.py │ │ └── test.json │ ├── encoding │ │ ├── README.md │ │ ├── __init__.py │ │ ├── filter.py │ │ └── test.json │ ├── englishness │ │ ├── README.md │ │ ├── __init__.py │ │ ├── filter.py │ │ ├── spelling_map.json │ │ ├── test.json │ │ └── vocab_map.json │ ├── gender_bias │ │ ├── README.md │ │ ├── __init__.py │ │ ├── filter.py │ │ ├── lexicals.json │ │ └── test.json │ ├── group_inequity │ │ ├── README.md │ │ ├── __init__.py │ │ ├── filter.py │ │ └── test.json │ ├── keywords │ │ ├── README.md │ │ ├── __init__.py │ │ ├── filter.py │ │ └── test.json │ ├── lang │ │ ├── README.md │ │ ├── __init__.py │ │ ├── filter.py │ │ ├── requirements.txt │ │ └── test.json │ ├── length │ │ ├── README.md │ │ ├── __init__.py │ │ ├── filter.py │ │ └── test.json │ ├── named-entity-count │ │ ├── README.md │ │ ├── __init__.py │ │ ├── filter.py │ │ └── test.json │ ├── numeric │ │ ├── README.md │ │ ├── __init__.py │ │ ├── filter.py │ │ └── test.json │ ├── oscillatory_hallucination │ │ ├── README.md │ │ ├── __init__.py │ │ ├── filter.py │ │ └── test.json │ ├── polarity │ │ ├── README.md │ │ ├── __init__.py │ │ ├── filter.py │ │ ├── requirements.txt │ │ └── test.json │ ├── quantitative_ques │ │ ├── README.md │ │ ├── __init__.py │ │ ├── filter.py │ │ └── test.json │ ├── question_filter │ │ ├── README.md │ │ ├── __init__.py │ │ ├── filter.py │ │ └── test.json │ ├── repetitions │ │ ├── README.md │ │ ├── __init__.py │ │ ├── filter.py │ │ └── test.json │ ├── soundex │ │ ├── README.md │ │ ├── __init__.py │ │ ├── filter.py │ │ ├── requirements.txt │ │ └── test.json │ ├── special_casing │ │ ├── README.md │ │ ├── __init__.py │ │ ├── filter.py │ │ └── test.json │ ├── speech_tag │ │ ├── README.md │ │ ├── __init__.py │ │ ├── filter.py │ │ └── test.json │ ├── token_amount │ │ ├── README.md │ │ ├── __init__.py │ │ ├── filter.py │ │ └── test.json │ ├── toxicity │ │ ├── README.md │ │ ├── __init__.py │ │ ├── filter.py │ │ ├── requirements.txt │ │ └── test.json │ ├── universal_bias │ │ ├── README.md │ │ ├── __init__.py │ │ ├── filter.py │ │ ├── lexicals.json │ │ └── test.json │ └── yesno_question │ │ ├── README.md │ │ ├── __init__.py │ │ ├── filter.py │ │ └── test.json ├── interfaces │ ├── KeyValuePairsOperation.py │ ├── Operation.py │ ├── QuestionAnswerOperation.py │ ├── README.md │ ├── SentenceOperation.py │ ├── SentencePairOperation.py │ ├── TaggingOperation.py │ └── __init__.py ├── process_docstring.py ├── requirements.txt ├── tasks │ ├── TaskTypes.py │ └── __init__.py ├── transformations │ ├── README.md │ ├── __init__.py │ ├── back_translation │ │ ├── README.md │ │ ├── __init__.py │ │ ├── test.json │ │ └── transformation.py │ ├── butter_fingers_perturbation │ │ ├── README.md │ │ ├── __init__.py │ │ ├── test.json │ │ └── transformation.py │ ├── change_char_case │ │ ├── README.md │ │ ├── __init__.py │ │ ├── test.json │ │ └── transformation.py │ ├── english_inflectional_variation │ │ ├── README.md │ │ ├── __init__.py │ │ ├── requirements.txt │ │ ├── test.json │ │ └── transformation.py │ ├── swap_characters │ │ ├── README.md │ │ ├── __init__.py │ │ ├── test.json │ │ └── transformation.py │ ├── synonym_insertion │ │ ├── README.md │ │ ├── __init__.py │ │ ├── requirements.txt │ │ ├── test.json │ │ └── transformation.py │ ├── synonym_substitution │ │ ├── README.md │ │ ├── __init__.py │ │ ├── requirements.txt │ │ ├── test.json │ │ └── transformation.py │ ├── tense │ │ ├── README.md │ │ ├── __init__.py │ │ ├── requirements.txt │ │ ├── test.json │ │ └── transformation.py │ └── whitespace_perturbation │ │ ├── README.md │ │ ├── __init__.py │ │ ├── test.json │ │ └── transformation.py └── utils │ ├── __init__.py │ ├── dataset.py │ ├── initialize.py │ └── mapper.py ├── perturb.py └── run_robust.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/recode/HEAD/.gitignore -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: 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