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All Projects → GaoQ1 → Chinese Relation Extraction

GaoQ1 / Chinese Relation Extraction

Relation Extraction 中文关系提取

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python
139335 projects - #7 most used programming language

Labels

nlprelation-extraction

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Chinese-relation-extraction

中文关系提取，这个仓库是在thunlp/Tensorflow-NRE基础上改的。原始项目是支持英文的，这个项目对原始代码做了些修改可以支持中文。

Overview

  • Embedding
    • Word embedding
    • Position embedding
  • Encoder
    • PCNN
    • CNN
    • RNN
    • Bidirection RNN
  • Selector
    • Attention
    • Maximum
    • Average
  • Classifier
    • Softmax Loss Function
    • Output

Requirements

  • Python (>=2.7)
  • Numpy (>=1.13.3)
  • TensorFlow (>=1.4.1)
    • CUDA (>=8.0) if you are using gpu
  • Matplotlib (>=2.0.0)
  • scikit-learn (>=0.18)

How to use and data

具体的用法参照原文，原文中数据转换比较麻烦，为了方便大家我将转换完的数据放在了云盘上，大家可自行下载。nyt，密码：pkas origindata，密码：3uyg

Reference

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