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MD-CSC多领域中文拼写纠错数据集
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MD-CSC

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中文拼写纠错(Chinese Spelling Check, CSC)旨在自动纠正给定中文句中的错别字，该技术广泛应用于搜索匹配、文档生成等场景。现有的CSC数据集存在数据规模小，覆盖领域单一，词级别拼写错误缺失等问题。因此，我们推出了多领域的中文拼写纠错数据集（Multi Domain Chinese Spelling Check，MD-CSC）。具体来说，我们收集了包括法律、医疗、公文写作三个领域相关的公开语料，并结合现有的多种输入法，人工标注了8000多条中文句对（源句-目标句）。其中，源句可能包含拼写错误的句子，目标句为正确句子。该数据集的主要特色为：1）覆盖领域多，包括法律、医疗、公文写作三个领域；2）错误类型齐全，包括字级别和词级别拼写错误。
natural language processing language modeling MIT
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2023-02-11 14:59:01
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