├── .gitignore ├── README.md ├── images ├── cut_bp.jpg ├── ranking.png ├── train1.png ├── train2.png ├── train3.png └── 两阶段检索阅读.jpg └── joint_mrc ├── config.py ├── datasets └── datasets.md ├── main.py ├── model.py ├── models └── vocab.txt ├── process.py ├── test.py ├── transformer_contrib ├── __init__.py ├── keras_bert │ ├── __init__.py │ ├── backend.py │ ├── bert.py │ ├── layers │ │ ├── __init__.py │ │ ├── conv.py │ │ ├── embedding.py │ │ ├── extract.py │ │ ├── inputs.py │ │ ├── masked.py │ │ └── pooling.py │ ├── loader.py │ ├── optimizers │ │ ├── __init__.py │ │ └── warmup.py │ └── tokenizer.py ├── keras_gpt_2 │ ├── __init__.py │ ├── backend.py │ ├── bpe.py │ ├── gen.py │ ├── generate_following.py │ ├── loader.py │ └── model.py ├── keras_layers │ ├── __init__.py │ ├── keras_adaptive_softmax │ │ ├── __init__.py │ │ ├── backend.py │ │ ├── embedding.py │ │ └── softmax.py │ ├── keras_embed_sim │ │ ├── __init__.py │ │ ├── backend.py │ │ └── embeddings.py │ ├── keras_layer_normalization │ │ ├── __init__.py │ │ ├── backend.py │ │ └── layer_normalization.py │ ├── keras_multi_head │ │ ├── __init__.py │ │ ├── backend.py │ │ ├── multi_head.py │ │ └── multi_head_attention.py │ ├── keras_pos_embd │ │ ├── __init__.py │ │ ├── backend.py │ │ ├── pos_embd.py │ │ └── trig_pos_embd.py │ ├── keras_position_wise_feed_forward │ │ ├── __init__.py │ │ ├── backend.py │ │ └── feed_forward.py │ ├── keras_self_attention │ │ ├── __init__.py │ │ ├── backend.py │ │ ├── scaled_dot_attention.py │ │ ├── seq_self_attention.py │ │ └── seq_weighted_attention.py │ └── keras_trans_mask │ │ ├── __init__.py │ │ ├── backend.py │ │ └── masks.py ├── keras_transformer │ ├── __init__.py │ ├── backend.py │ ├── gelu.py │ └── transformer.py ├── keras_transformer_xl │ ├── __init__.py │ ├── backend.py │ ├── identity.py │ ├── loader.py │ ├── memory.py │ ├── pos_embed.py │ ├── rel_bias.py │ ├── rel_multi_head.py │ ├── scale.py │ ├── sequence.py │ └── transformer_xl.py └── keras_xlnet │ ├── __init__.py │ ├── attention.py │ ├── backend.py │ ├── loader.py │ ├── mask_embed.py │ ├── permutation.py │ ├── position_embed.py │ ├── pretrained.py │ ├── segment_bias.py │ ├── segment_embed.py │ ├── tokenizer.py │ └── xlnet.py └── utils ├── __init__.py ├── data_utils.py ├── eval_utils.py ├── io_utils.py ├── layer_utils.py ├── multi_gpu_utils.py └── train_utils.py /.gitignore: -------------------------------------------------------------------------------- 1 | .vscode/ 2 | .*_cache/ 3 | *.pyc 4 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/caishiqing/joint-mrc/HEAD/README.md -------------------------------------------------------------------------------- /images/cut_bp.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/caishiqing/joint-mrc/HEAD/images/cut_bp.jpg 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