105 lines
3.1 KiB
Markdown
105 lines
3.1 KiB
Markdown
<p align="center">
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<br>DeepKE</br>
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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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</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>
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<b>简体中文</b> |
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<a href="https://github.com/zjunlp/DeepKE/blob/test_new_deepke/README_ENGLISH.md">English</a>
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<p>
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</h4>
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<h3 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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<h3 align="center">
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<a href="https://hf.co/course"><img src="https://raw.githubusercontent.com/huggingface/transformers/master/docs/source/imgs/course_banner.png"></a>
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</h3>
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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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1.NER
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```
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REGULAR
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```
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2.RE
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1.REGULAR
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2.FEW-SHOT
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3.DOCUMENT
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3.AE
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## 快速上手
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1.RE
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数据为csv文件，样式范例为：
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sentence|relation|head|head_offset|tail|tail_offset
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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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具体流程请进入具体的README中，RE包括了以下三个子功能
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**[REGULAR](https://github.com/zjunlp/deepke/blob/test_new_deepke/example/re/regular/README.md)**
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FEW-SHOT
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DOCUMENT
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2.NER
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**[REGULAR](https://github.com/zjunlp/deepke/blob/test_new_deepke/example/ner/regular/README.md)**
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3.AE
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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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1. 使用 pip 时，建议使用国内镜像，下载速度更快，如阿里云镜像。
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1. 安装后提示 `ModuleNotFoundError: No module named 'past'`，输入命令 `pip install future` 即可解决。
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## 致谢
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## 引用
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