├── .gitignore ├── LICENSE ├── README.md ├── docqa ├── __init__.py ├── config.py ├── configurable.py ├── data_analysis │ ├── __init__.py │ ├── find_noisy_paragraph.py │ ├── prepare_squad_question_csv.py │ ├── show_rank_errors.py │ ├── show_sampling.py │ ├── show_squad.py │ ├── show_unk.py │ ├── squad_upper_bound.py │ ├── triviaqa_anwer_paragraph.py │ ├── triviaqa_stats.py │ └── visualize_confidence.py ├── data_processing │ ├── __init__.py │ ├── document_splitter.py │ ├── multi_paragraph_qa.py │ ├── preprocessed_corpus.py │ ├── qa_training_data.py │ ├── span_data.py │ ├── text_features.py │ ├── text_utils.py │ ├── wiki.py │ └── word_vectors.py ├── dataset.py ├── doc_qa_models.py ├── elmo │ ├── README.md │ ├── __init__.py │ ├── ablate_elmo_model.py │ ├── data.py │ ├── elmo.py │ ├── eval_elmo_minimal.py │ ├── lm_model.py │ ├── lm_qa_models.py │ ├── run_on_user_text.py │ └── show_weights.py ├── encoder.py ├── eval │ ├── __init__.py │ ├── eval_squad_minimal.py │ ├── ranked_scores.py │ ├── squad_eval.py │ ├── squad_full_document_eval.py │ └── triviaqa_full_document_eval.py ├── evaluator.py ├── model.py ├── model_dir.py ├── nn │ ├── __init__.py │ ├── attention.py │ ├── embedder.py │ ├── layers.py │ ├── ops.py │ ├── recurrent_layers.py │ ├── similarity_layers.py │ ├── span_prediction.py │ └── span_prediction_ops.py ├── scripts │ ├── ablate_squad.py │ ├── ablate_triviaqa.py │ ├── ablate_triviaqa_unfiltered.py │ ├── ablate_triviaqa_wiki.py │ ├── build_pruned_voc.py │ ├── continue.py │ ├── convert_to_cpu.py │ ├── run_on_user_documents.py │ ├── show_parameters.py │ └── train_bidaf.py ├── server │ ├── README.md │ ├── __init__.py │ ├── boilerpipe.jar │ ├── qa_system.py │ ├── requirements.txt │ ├── server.py │ ├── static │ │ ├── about.html │ │ └── index.html │ ├── web_searcher.py │ └── wiki.py ├── squad │ ├── __init__.py │ ├── build_squad_dataset.py │ ├── document_rd_corpus.py │ ├── squad_data.py │ ├── squad_document_qa.py │ └── squad_official_evaluation.py ├── test │ ├── __init__.py │ ├── test_batching.py │ ├── test_embedder.py │ ├── test_evaluator.py │ ├── test_lstm.py │ ├── test_span_prediction.py │ ├── test_splitter.py │ ├── test_ut_coordinates.py │ └── test_word_features.py ├── text_preprocessor.py ├── trainer.py ├── triviaqa │ ├── __init__.py │ ├── answer_detection.py │ ├── build_complete_vocab.py │ ├── build_span_corpus.py │ ├── evidence_corpus.py │ ├── read_data.py │ ├── training_data.py │ └── trivia_qa_eval.py └── utils.py ├── requirements-exact.txt └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- 1 | .idea 2 | __pycache__ 3 | data 4 | out 5 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/allenai/document-qa/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: 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