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--- |
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license: apache-2.0 |
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task_categories: |
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- text2text-generation |
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language: |
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- zh |
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size_categories: |
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- 100M<n<1B |
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tags: |
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- chinese-spelling-check |
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- 中文 |
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--- |
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# Dataset for CSC |
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中文纠错数据集 |
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# Dataset Description |
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Chinese Spelling Correction (CSC) is a task to detect and correct misspelled characters in Chinese texts. |
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共计 120w 条数据，以下是数据来源 |
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|数据集|语料|链接| |
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|------|------|------| |
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|SIGHAN+Wang271K 拼写纠错数据集|SIGHAN+Wang271K(27万条)|https://huggingface.co/datasets/shibing624/CSC| |
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|ECSpell 拼写纠错数据集|包含法律、医疗、金融等领域|https://github.com/Aopolin-Lv/ECSpell| |
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|CGED 语法纠错数据集|仅包含了2016和2021年的数据集|https://github.com/wdimmy/Automatic-Corpus-Generation?spm=a2c22.12282016.0.0.5f3e7398w7SL4P| |
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|NLPCC 纠错数据集|包含语法纠错和拼写纠错|https://github.com/Arvid-pku/NLPCC2023_Shared_Task8 <br/>http://tcci.ccf.org.cn/conference/2023/dldoc/nacgec_training.zip<br/>http://tcci.ccf.org.cn/conference/2018/dldoc/trainingdata02.tar.gz| |
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|pycorrector 语法纠错集|中文语法纠错数据集|https://github.com/shibing624/pycorrector/tree/llm/examples/data/grammar| |
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其余的数据集还可以看 |
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- 中文文本纠错数据集汇总 (天池)：https://tianchi.aliyun.com/dataset/138195 |
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- NLPCC 2023中文语法纠错数据集：http://tcci.ccf.org.cn/conference/2023/taskdata.php |
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# Languages |
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The data in CSC are in Chinese. |
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# Dataset Structure |
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An example of "train" looks as follows: |
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```json |
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{ |
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"conversations": [ |
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{"from":"human","value":"对这个句子纠错\n\n以后，我一直以来自学汉语了。"}, |
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{"from":"gpt","value":"从此以后，我就一直自学汉语了。"} |
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] |
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} |
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``` |
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# Contributions |
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[Weaxs](https://github.com/Weaxs) 整理并上传 |
