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PaddleSpeech/text_processing/examples/punctuation_restoration/english/README.md

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# 英文实验例程
## 测试数据:
- IWLST2012英文test2011
## 运行代码
- 运行 `run.sh 0 0 conf/train_conf/bertBLSTM_base_en.yaml 1 conf/data_conf/english.yaml `
## 相关论文实验结果:
> * Nagy, Attila, Bence Bial, and Judit Ács. "Automatic punctuation restoration with BERT models." arXiv preprint arXiv:2101.07343 (2021)*
>
## 实验结果:
- BertBLSTM
- 实验配置conf/train_conf/bertLinear_en.yaml
- 测试结果exp/bertLinear_enRe/checkpoints/3.pdparams
| | COMMA | PERIOD | QUESTION | OVERALL |
|-----------|-----------|-----------|-----------|--------- |
|Precision |0.667910 |0.715778 |0.822222 |0.735304 |
|Recall |0.755274 |0.868188 |0.804348 |0.809270 |
|F1 |0.708911 |0.784651 |0.813187 |0.768916 |