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this project is based on google bert model, which is a Chinese NER

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本模型是基于google bert Chinese Based pre-trained model 进行fine-tuning,进行的中文命名实体识别实验

训练模型: python cmh_bert_ner.py

我所使用的是google Chinese Based预训练模型进行fine-tuning的,在google官网下载;根据需要,自行更改模型的相关训练参数

测试效果: python evaluate.py

本人所使用数据是基于旅游游记的数据,模型指标如下:

eval_f = 0.84716296

eval_precision = 0.8513407

eval_recall = 0.84808767

global_step = 31140

loss = 0.09112783

参考:英文实体识别: https://github.com/kyzhouhzau/BERT-NER

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