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---
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license: apache-2.0
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---
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# chinese_text_correction
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中文文本纠错数据集，包含拼写和语法纠错数据，可用于中文校对模型的训练。
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****Repository:**** [zejunwang1/CTCDataset](https://github.com/zejunwang1/CTCDataset)
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## Data distribution
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| Source | Type | Sample |
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| --------- | ------- | ------ |
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| CCTC | grammar | 4470 |
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| cscd-ns | spell | 40000 |
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| CTC2021 | grammar | 969 |
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| ECSpell | spell | 8180 |
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| lemon | spell | 22252 |
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| MCSCSet | spell | 39302 |
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| midu2022 | grammar | 2014 |
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| NLPCC2023 | spell | 1000 |
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| Total | — | 118187 |
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## Data Fields
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| Field | Type | Description |
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| ------ | ------ | ----------------------------- |
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| source | string | 可能包含拼写/语法错误的源句子 |
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| target | string | 纠错后的目标句子 |
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| label | int | 源句子中是否包含错误，若为1，则包含错误，否则不包含错误。 |
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```json
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{
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"source": "完善农产品上行发展机智。",
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"target": "完善农产品上行发展机制。",
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"label": 1
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}
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```
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## How to use it
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```python
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from datasets import load_dataset
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data = load_dataset('WangZeJun/chinese_text_correction')
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print(data)
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DatasetDict({
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train: Dataset({
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features: ['source', 'target', 'label'],
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num_rows: 118187
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})
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})
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```
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## License/Terms of Use
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### License
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[Apache License 2.0](https://choosealicense.com/licenses/apache-2.0/)
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### Data Developer
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[Zejun Wang](https://github.com/zejunwang1)
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### Use Case
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使用该数据集可进行中文纠错模型的训练。
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### Release Date
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04/17/2025
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## Data Version
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1.0 (04/17/2025)
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