bert_nlu_joint's Introduction

Bert-NLU-Joint

一个使用tensorflow2.3开发的基于Bert的意图识别的自然语言理解任务Demo

环境

python 3.6.7
transformers==3.2.0
tensorflow==2.3.0
tensorflow-addons==0.11.2
transformers==3.2.0
sklearn==0.0

其他环境见requirements.txt

数据集

SMP2019比赛数据集

json格式

原理

训练

在system.config中配置好参数然后运行main.py文件

训练中的结果

参考

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