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Name-Entity-Recognition

Lstm-crf,Lattice-CRF,bert-ner及近年ner相关论文follow

  • ChineseNER 中文NER

tensorflow 1.4.0

use method :

python3 main.py

详细使用原来即实验结果见博客https://www.jianshu.com/p/aed50c1b2930

  • fyz_lattice_NER 中文NER lattice model

pytorch 0.4.0
Python 3.6
use method :

python3 main.py

或者直接配置然后运行:bash fyz_run_decode.sh

详细使用原来即实验结果见博客
文件中需要的两个词向量地址
提取码:vgwi

解压文件 放到data/ 文件夹下即可

  • BERT-BiLSTM-CRF-NER

tensorflow 1.11.0
use method :

下载bert的中文模型
解压放到checkpoint的目录下即可
运行:
python3 main.py(也可以根据代码设置命令行参数)
代码详细使用说明见[博客]:(https://www.jianshu.com/p/b05e50f682dd)

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