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Text Matching Based on LCQMC: A Large-scale Chinese Question Matching Corpus

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Text Matching Based on LCQMC: A Large-scale Chinese Question Matching Corpus

模型

  • ABCNN
  • BIMPM
  • DSSM-BOW
  • DSSM-CNN
  • DSSM-RNN
  • DSSM-Embedding
  • ESIM
  • BM25
  • Edit-Distance
  • Jaccard

数据集:

LCQMC (http://icrc.hitsz.edu.cn/info/1037/1146.htm) 数据集版权保护,本项目不提供,请自行下载或替换其他数据集进行试验

数据形式:

sentence_1 \t sentence_2 \t label

依赖环境

Python 3.6
TensorFlow 1.15

模型对比:

avatar

  • 以上结果只是对模型做了基本测试与验证、参数也不一定是最优,如果需用在具体项目中,可自行调试。

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