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PaddleSpeech/paddlespeech/text/examples/punctuation_restoration/chinese
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Hui Zhang fe83adfbcb
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README.md
Escape

中文实验例程

测试数据：

  • IWLST2012中文：test2012

运行代码

  • 运行 run.sh 0 0 conf/train_conf/bertBLSTM_zh.yaml 1 conf/data_conf/chinese.yaml

实验结果：

  • BertLinear

    • 实验配置：conf/train_conf/bertLinear_zh.yaml
    • 测试结果
      COMMA PERIOD QUESTION OVERALL
      Precision 0.425665 0.335190 0.698113 0.486323
      Recall 0.511278 0.572108 0.787234 0.623540
      F1 0.464560 0.422717 0.740000 0.542426

  • BertBLSTM

    • 实验配置：conf/train_conf/bertBLSTM_zh.yaml

    • 测试结果 avg_1

      COMMA PERIOD QUESTION OVERALL
      Precision 0.469484 0.550604 0.801887 0.607325
      Recall 0.580271 0.592408 0.817308 0.663329
      F1 0.519031 0.570741 0.809524 0.633099

    • BertBLSTM/avg_1测试标贝合成数据

      COMMA PERIOD QUESTION OVERALL
      Precision 0.217192 0.196339 0.820717 0.411416
      Recall 0.205922 0.892531 0.416162 0.504872
      F1 0.211407 0.321873 0.552279 0.361853