├── .gitignore ├── DataFormat.md ├── LICENSE ├── README.md ├── baselines ├── BERT+CRF │ ├── BERT-CRF-ACE │ │ ├── bert_crf.py │ │ ├── crf.py │ │ ├── run_ACE.py │ │ ├── run_ACE.sh │ │ └── utils_ACE.py │ ├── BERT-CRF-MAVEN │ │ ├── bert_crf.py │ │ ├── crf.py │ │ ├── run_MAVEN.sh │ │ ├── run_MAVEN_infer.sh │ │ ├── run_maven.py │ │ └── utils_maven.py │ └── README.md ├── DMBERT │ ├── README.md │ ├── get_submission.py │ ├── model.py │ ├── run_ACE.sh │ ├── run_MAVEN.sh │ ├── run_MAVEN_infer.sh │ ├── run_ee.py │ └── utils_ee.py ├── DMCNN_BiLSTM_(CRF) │ ├── .DS_Store │ ├── README.md │ ├── clear.py │ ├── config │ │ ├── bilstm.config │ │ ├── crf.config │ │ └── dmcnn.config │ ├── formatter │ │ ├── BilstmFormatter.py │ │ ├── CrfFormatter.py │ │ ├── DmcnnFormatter.py │ │ └── __init__.py │ ├── main.py │ ├── model │ │ ├── Bilstm.py │ │ ├── Crf.py │ │ ├── Dmcnn.py │ │ ├── __init__.py │ │ └── layers │ │ │ ├── crf.py │ │ │ ├── embedding.py │ │ │ └── outputLayer.py │ ├── raw │ │ └── 100.utf8 │ ├── reader │ 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