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PaddleSpeech/paddlespeech/text/examples/punctuation_restoration/chinese/README.md

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# 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 |