├── .gitignore ├── LICENSE ├── README.md ├── examples ├── pretrain │ ├── README.md │ └── preprocess.py ├── reranker │ ├── README.md │ ├── msmarco_eval.py │ └── test.py └── retriever │ ├── BEIR │ ├── README.md │ ├── beir_test.py │ ├── download_neg.py │ ├── get_data.sh │ ├── preprocess.py │ └── sentence_transformer_beir.py │ └── msmarco │ ├── README.md │ ├── generate_hard_negtives.py │ ├── get_data.sh │ ├── msmarco_eval.py │ ├── preprocess.py │ └── test.py ├── setup.py └── src ├── bi_encoder ├── __init__.py ├── arguments.py ├── data.py ├── faiss_retriever.py ├── modeling.py ├── run.py └── trainer.py ├── colbert ├── ColBERT_Lite.py ├── __init__.py ├── arguments.py ├── data.py ├── run.py └── trainer.py ├── cross_encoder ├── __init__.py ├── arguments.py ├── data.py ├── modeling.py ├── run.py └── trainer.py └── pretrain ├── __init__.py ├── arguments.py ├── data.py ├── enhancedDecoder.py ├── modeling.py ├── modeling_duplex.py ├── run.py ├── trainer.py └── utils.py /.gitignore: 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