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README.md
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README.md
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<p align="center">
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<br>DeepKE</br>
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<a href="https://github.com/zjunlp/deepke"> <img src="pics/logo.png" width="400"/></a>
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<p>
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<p align="center">
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<a href="https://circleci.com/gh/huggingface/transformers">
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<img alt="Build" src="https://img.shields.io/circleci/build/github/huggingface/transformers/master">
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<p align="center">
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<a href="http://121.36.172.141">
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<img alt="Documentation" src="https://img.shields.io/badge/DeepKE-website-green">
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</a>
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<a href="https://github.com/huggingface/transformers/blob/master/LICENSE">
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<img alt="GitHub" src="https://img.shields.io/github/license/huggingface/transformers.svg?color=blue">
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</a>
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<a href="https://huggingface.co/transformers/index.html">
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<img alt="Documentation" src="https://img.shields.io/website/http/huggingface.co/transformers/index.html.svg?down_color=red&down_message=offline&up_message=online">
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</a>
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<a href="https://github.com/huggingface/transformers/releases">
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<img alt="GitHub release" src="https://img.shields.io/github/release/huggingface/transformers.svg">
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</a>
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<a href="https://github.com/huggingface/transformers/blob/master/CODE_OF_CONDUCT.md">
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<img alt="Contributor Covenant" src="https://img.shields.io/badge/Contributor%20Covenant-v2.0%20adopted-ff69b4.svg">
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</a>
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<a href="https://zenodo.org/badge/latestdoi/155220641"><img src="https://zenodo.org/badge/155220641.svg" alt="DOI"></a>
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</p>
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<h4 align="center">
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<p>基于深度学习的开源中文知识图谱抽取框架</p>
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</h3>
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<p align="center">
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<a href="pics/logo_zju_klab.png">
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<img src="pics/logo_zju_klab.png">
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</a>
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</p>
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DeepKE 提供了多种知识抽取模型。
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## 在线演示
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演示的demo地址
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在线演示 [demo](http://121.36.172.141/)
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1. RE
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```
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1.STANDARD
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2.FEW-SHOT
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3.DOCUMENT
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```
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## 模型架构
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Deepke的架构图如下所示
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2. NER
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<h3 align="center">
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<img src="pics/deepke.png">
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</h3>
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```
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STANDARD
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```
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3. AE
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```
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STANDARD
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```
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DeepKE包括了三个模块,可以进行关系抽取、实体命名识别以及属性抽取的任务,在各个模块下包括各自的子模块。其中关系抽取模块就有常规模块、文档级抽取模块以及低资源少样本模块。在每一个子模块中,分为分词、预处理等的一个工具集合,以及编码和训练预测部分。
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## 快速上手
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| :----------------------------------------------------: | :------: | :--------: | :---------: | :--------: | :---------: |
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| 《岳父也是爹》是王军执导的电视剧,由马恩然、范明主演。 | 导演 | 岳父也是爹 | 1 | 王军 | 8 |
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| 《九玄珠》是在纵横中文网连载的一部小说,作者是龙马。 | 连载网站 | 九玄珠 | 1 | 纵横中文网 | 7 |
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| 提起杭州的美景,西湖总是第一个映入脑海的词语。 | 所在城市 | 西湖 | 8 | 杭州 | 2 |
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| 提起杭州的美景,西湖总是第一个映入脑海的词语。 | 所在城市 | 西湖 | 8 | 杭州 | 2 |
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具体流程请进入详细的README中,RE包括了以下三个子功能
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## 模型架构
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Deepke的架构图如下所示
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<h3 align="center">
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<img src="pics/deepke.png">
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</h3>
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## 备注(常见问题)
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1. 使用 Anaconda 时,建议添加国内镜像,下载速度更快。如[清华镜像](https://mirrors.tuna.tsinghua.edu.cn/help/anaconda/)。
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