├── .gitattributes ├── .gitignore ├── Dependency-Parsing ├── Biaffine │ ├── README.md │ ├── config │ │ └── biaffine.yml │ ├── data_loader.py │ ├── example-data │ │ ├── test.conll │ │ └── train.conll │ ├── hooks.py │ ├── images │ │ ├── arc-loss.png │ │ ├── eval-loss.png │ │ ├── label-loss.png │ │ ├── paper.png │ │ ├── score.png │ │ └── train-loss.png │ ├── main.py │ ├── model.py │ ├── network.py │ ├── predict.py │ └── utils.py ├── README.md └── Stack-LSTM+Swap │ ├── README.md │ ├── config │ └── stack-lstm+swap.yml │ ├── data_loader.py │ ├── example-data │ ├── test.conll │ └── train.conll │ ├── hooks.py │ ├── images │ ├── paper.png │ ├── score.png │ └── train-loss.png │ ├── main.py │ ├── model.py │ ├── network.py │ ├── predict.py │ └── utils.py ├── LICENSE ├── Language-Model └── ELMO │ ├── config │ └── elmo.yml │ ├── data_loader.py │ ├── main.py │ ├── model.py │ ├── network.py │ ├── predict.py │ └── utils.py ├── Named-Entity-Recognition ├── BiLSTM-CRF │ ├── README.md │ ├── config │ │ └── bilstm-crf.yml │ ├── data_loader.py │ ├── example-data │ │ └── train.txt │ ├── hooks.py │ ├── images │ │ ├── architecture.png │ │ ├── eval-loss.png │ │ ├── score.png │ │ └── train-loss.png │ ├── main.py │ ├── model.py │ ├── network.py │ ├── predict.py │ └── utils.py ├── CNN-BiLSTM-CRF │ ├── README.md │ ├── config │ │ └── cnn-bilstm-crf.yml │ ├── data_loader.py │ ├── example-data │ │ └── train.txt │ ├── hooks.py │ ├── images │ │ ├── architecture.png │ │ ├── eval-loss.png │ │ ├── score.png │ │ └── train-loss.png │ ├── main.py │ ├── model.py │ ├── network.py │ ├── predict.py │ └── utils.py └── README.md ├── Natural-Language-Inference └── DIIN │ ├── README.md │ ├── config │ └── diin.yml │ ├── data_loader.py │ ├── example-data │ ├── test.txt │ └── train.txt │ ├── images │ ├── accuracy.png │ ├── eval-loss.png │ ├── paper.png │ └── train-loss.png │ ├── main.py │ ├── model.py │ ├── network.py │ ├── predict.py │ └── utils.py ├── README.md ├── Relation-Extraction ├── BiGRU-Adv-Soft_label │ ├── README.md │ ├── config │ │ └── bigru-adv-soft_label.yml │ ├── data_loader.py │ ├── example-data │ │ └── train.txt │ ├── images │ │ ├── paper.png │ │ └── train-loss.png │ ├── main.py │ ├── model.py │ ├── network.py │ ├── predict.py │ └── utils.py ├── PCNN-ATT │ ├── README.md │ ├── config │ │ └── pcnn-att.yml │ ├── data_loader.py │ ├── example-data │ │ └── train.txt │ ├── images │ │ ├── paper.png │ │ └── train-loss.png │ ├── main.py │ ├── model.py │ ├── network.py │ ├── predict.py │ └── utils.py └── README.md ├── Segmentation&Tagging ├── HMM │ ├── README.md │ ├── dict.txt │ ├── predict.py │ ├── seg │ │ ├── __init__.py │ │ ├── hmm_seg.py │ │ ├── prob_emit.py │ │ ├── prob_start.py │ │ └── prob_trans.py │ └── tag │ │ ├── __init__.py │ │ ├── char_state_tab.py │ │ ├── hmm_tag.py │ │ ├── prob_emit.py │ │ ├── prob_start.py │ │ ├── prob_trans.py │ │ └── utils.py ├── Joint-Seg-Tag │ ├── README.md │ ├── config │ │ └── joint-seg-tag.yml │ ├── data_loader.py │ ├── example-data │ │ └── train.txt │ ├── hooks.py │ ├── images │ │ ├── paper.png │ │ ├── seg-eval-loss.png │ │ ├── seg-score.png │ │ ├── seg-train-loss.png │ │ ├── tag-eval-loss.png │ │ ├── tag-seg-score.png │ │ ├── tag-tag-score.png │ │ └── tag-train-loss.png │ ├── main.py │ ├── model.py │ ├── network.py │ ├── predict.py │ └── utils.py ├── Multi-Criteria │ ├── README.md │ ├── config │ │ └── multi-criteria.yml │ ├── data_loader.py │ ├── example-data │ │ └── train.txt │ ├── hooks.py │ ├── images │ │ ├── ctb-eval-loss.png │ │ ├── ctb-eval-score.png │ │ ├── ctb-train-loss.png │ │ ├── msr-eval-loss.png │ │ ├── msr-eval-score.png │ │ ├── msr-train-loss.png │ │ ├── multi-eval-ctb-loss.png │ │ ├── multi-eval-ctb-score.png │ │ ├── multi-eval-msr-loss.png │ │ ├── multi-eval-msr-score.png │ │ ├── multi-eval-pku-loss.png │ │ ├── multi-eval-pku-score.png │ │ ├── multi-train-loss.png │ │ ├── paper.png │ │ ├── pku-eval-loss.png │ │ ├── pku-eval-score.png │ │ └── pku-train-loss.png │ ├── main.py │ ├── model.py │ ├── network.py │ ├── predict.py │ └── utils.py └── README.md ├── Semantic-Parsing ├── README.md └── Tree-LSTM Deque │ ├── README.md │ ├── config │ └── tree-lstm+deque.yml │ ├── data_loader.py │ ├── hooks.py │ ├── images │ ├── paper.png │ ├── score.png │ └── train-loss.png │ ├── main.py │ ├── model.py │ ├── network.py │ ├── predict.py │ └── utils.py ├── Semantic-Role-Labeling ├── BiLSTM-Highway │ ├── README.md │ ├── config │ │ └── bilstm-highway.yml │ ├── data_loader.py │ ├── example-data │ │ ├── test.txt │ │ └── train.txt │ ├── hooks.py │ ├── images │ │ ├── architecture.png │ │ ├── score.png │ │ └── train-loss.png │ ├── main.py │ ├── model.py │ ├── network.py │ ├── predict.py │ └── utils.py └── README.md └── Text-Classification ├── DPCNN ├── README.md ├── config │ └── dpcnn.yml ├── data_loader.py ├── example-data │ ├── 体育 │ │ ├── 0.txt │ │ └── 1.txt │ └── 股票 │ │ ├── 753973.txt │ │ └── 753974.txt ├── images │ ├── conv-3-accuracy.png │ ├── conv-3-eval-loss.png │ ├── conv-3-train-loss.png │ ├── conv-5-accuracy.png │ ├── conv-5-eval-loss.png │ ├── conv-5-train-loss.png │ ├── conv-7-accuracy.png │ ├── conv-7-eval-loss.png │ ├── conv-7-train-loss.png │ └── paper.png ├── main.py ├── model.py ├── network.py ├── predict.py └── utils.py ├── README.md └── TextCNN ├── README.md ├── config └── textcnn.yml ├── data_loader.py ├── example-data ├── 体育 │ ├── 0.txt │ └── 1.txt └── 股票 │ ├── 753973.txt │ └── 753974.txt ├── images ├── accuracy.png ├── architecture.png ├── eval-loss.png └── train-loss.png ├── main.py ├── model.py ├── network.py ├── predict.py └── utils.py /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zxgineng/deepnlp/HEAD/.gitattributes -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | .idea 2 | 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