https://github.com/yanqiangmiffy/keras_bert_ner
bert实现命名实体识别
https://github.com/yanqiangmiffy/keras_bert_ner
Last synced: about 2 months ago
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bert实现命名实体识别
- Host: GitHub
- URL: https://github.com/yanqiangmiffy/keras_bert_ner
- Owner: yanqiangmiffy
- Created: 2019-12-26T09:26:49.000Z (almost 6 years ago)
- Default Branch: master
- Last Pushed: 2019-12-31T07:10:20.000Z (almost 6 years ago)
- Last Synced: 2025-04-22T09:45:57.430Z (6 months ago)
- Language: Python
- Size: 9.81 MB
- Stars: 5
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# keras_bert_ner
基于keras和keras_bert的中文命名实体识别，搭建的网络为bert+bilstm_crf
运行main函数即可训练并使用模型
environment:
Keras version:2.2.4
keras-contrib version:2.0.8
需要下载中文预训练模型chinese_L-12_H-768_A-12放到Parameter文件夹下
## 数据集
- [Determined22/zh-NER-TF](https://github.com/Determined22/zh-NER-TF/tree/master/data_path)
- [NER_corpus_chinese](https://github.com/yaleimeng/NER_corpus_chinese)
- [ProHiryu/bert-chinese-ner](https://github.com/ProHiryu/bert-chinese-ner)