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README.md

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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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 DeepKE 是一个支持**低资源、长篇章**的知识抽取工具，可以基于**PyTorch**实现**命名实体识别**、**关系抽取**和**属性抽取**功能。
 
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README_ENGLISH.md

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-    <p>A Deep Learning Based <br>Knowledge Extraction Toolkit<br> for Knowledge Base Population</p>
+    <p>A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population</p>
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 DeepKE is a knowledge extraction toolkit supporting **low-resource** and **document-level** scenarios. It provides three functions based **PyTorch**, including **Named Entity Recognition**, **Relation Extraciton** and **Attribute Extraction**.