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word_classification's Introduction

领域词分类

这份代码用于区分领域词和非领域词,目前的预训练模型只适用于人力资源领域。

环境需求

  • python 3.6
  • tensorflow 1.4.0
  • jieba 0.39

推荐配置

  • Linux with Tensorflow GPU edition + cuDNN

用法

# 训练模型
python train.py
# 测试模型
python test.py --test_data_path ./data/test.txt --threshold 0.999
test_data_path是要测试的文件的路径。
threshold是阈值最大值为1,越大挑选出来的词越好,但是数量越少,可以调试找出最佳的阈值。
测试结果输出在result文件夹下,以_result结尾的是领域词,以_f_result结尾的是非领域词。
# 更多的参数可以在config.py中自行配置

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