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支持百度竞赛数据的中文事件抽取,支持ace2005数据的英文事件抽取,本人将苏神的三元组抽取算法中的DGCNN改成了事件抽取任务,并将karas改成了本人习惯使用的pytorch,在数据加载处考虑了各种语言的扩展

License: MIT License

Python 100.00%
pytorch django dgcnn event-extract mlflow multi-language

event_extract_master's Introduction

event_extract_master

本人将苏神的三元组抽取算法中的DGCNN改成了事件抽取任务,并将karas改成了本人习惯使用的pytorch,在数据加载处考虑了各种语言的扩展,event extraction,django服务,train和predict

目前事件抽取支持中文和英文两种语言,中文采用百度事件抽取竞赛数据集,英文采用ACE2005数据集

在data文件夹下放置了部分数据样例,仅供参考

安装依赖: pip3 install -r requirements.txt -i https://mirrors.ustc.edu.cn/pypi/web/simple

#启动服务

python3 manage.py runserver 0:0:0:0:8000

接口调用

训练: http://localhost/apis/create_train

预测: http://localhost/apis/event_extract

event_extract_master's People

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event_extract_master's Issues

模型效果

你好,请问您在DuEE数据集上的效果怎么样呢,相应的指标可以透露一下嘛,谢谢!

数据集

请问可以分享一下数据集吗?万分感谢

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