├── .gitignore ├── Chainer ├── rerank_passages.py ├── run_chainer.py └── run_rerank.sh ├── DPR ├── CHANGELOG.md ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── conf │ ├── README.md │ ├── biencoder_train_cfg.yaml │ ├── ctx_sources │ │ └── default_sources.yaml │ ├── datasets │ │ ├── encoder_train_default.yaml │ │ └── retriever_default.yaml │ ├── dense_retriever.yaml │ ├── encoder │ │ └── hf_bert.yaml │ ├── extractive_reader_train_cfg.yaml │ ├── gen_embs.yaml │ └── train │ │ ├── biencoder_default.yaml │ │ ├── biencoder_local.yaml │ │ ├── biencoder_nq.yaml │ │ └── extractive_reader_default.yaml ├── dense_retrieve_link.py ├── dense_retriever.py ├── dpr │ ├── __init__.py │ ├── data │ │ ├── __init__.py │ │ ├── biencoder_data.py │ │ ├── download_data.py │ │ ├── qa_validation.py │ │ ├── reader_data.py │ │ ├── retriever_data.py │ │ └── tables.py │ ├── indexer │ │ └── faiss_indexers.py │ ├── models │ │ ├── __init__.py │ │ ├── biencoder.py │ │ ├── biencoder_joint.py │ │ ├── biencoder_link_table.py │ │ ├── fairseq_models.py │ │ ├── hf_models.py │ │ ├── hf_models_cos.py │ │ ├── moe_models.py │ │ ├── optimization.py │ │ ├── pytext_models.py │ │ └── reader.py │ ├── options.py │ └── utils │ │ ├── __init__.py │ │ ├── conf_utils.py │ │ ├── data_utils.py │ │ ├── dist_utils.py │ │ ├── model_utils.py │ │ └── tokenizers.py ├── gen_emb.sh ├── generate_dense_embeddings.py ├── run_chain_of_skills_hotpot.py ├── run_chain_of_skills_nq.py ├── run_chain_of_skills_ott.py ├── setup.py ├── train_dense_encoder.py ├── train_dense_encoder_COS.py ├── train_dense_encoder_core.py ├── train_extractive_reader.py └── train_table_linker.py ├── FiE_reader ├── fie_model.py ├── hotpot_evaluate_v1.py ├── qa_dataset_fie.py ├── qa_dataset_hotpot.py ├── qa_model.py ├── train_qa_fie.py └── train_qa_hotpot.py ├── LICENSE ├── README.md ├── README_CORE.md ├── README_COS.md ├── Verbalizer ├── __init__.py ├── callbacks.py ├── data │ ├── test.source │ ├── test.target │ ├── test.target2 │ ├── test.target2_eval │ ├── test.target3 │ ├── test.target3_eval │ ├── test.target_eval │ ├── train.source │ ├── train.target │ ├── val.source │ ├── val.target │ ├── val.target2 │ ├── val.target2_eval │ ├── val.target3 │ ├── val.target3_eval │ └── val.target_eval ├── finetune.py ├── generate.sh ├── lightning_base.py ├── multi-bleu.perl ├── post_processing.py ├── requirements.txt ├── train.sh └── utils.py ├── cos.yml ├── download_data.py ├── download_data_hf.py └── fid_reader ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── __init__.py ├── evaluate_retrieved_passages.py ├── generate_passage_embeddings.py ├── get-data.sh ├── get-model.sh ├── passage_retrieval.py ├── requirements.txt ├── setup.py ├── src ├── __init__.py ├── data.py ├── evaluation.py ├── index.py ├── model.py ├── options.py ├── preprocess.py ├── slurm.py └── util.py ├── test_reader.py ├── train_reader.py └── train_retriever.py /.gitignore: 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