dataesr/scientific-paragraphs-categorization
收藏Hugging Face2025-10-13 更新2025-10-25 收录
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https://hf-mirror.com/datasets/dataesr/scientific-paragraphs-categorization
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资源简介：
这是一个由开放获取科学出版物中提取的833k段落组成的多元语言数据集，这些段落被分类为四个类别：致谢、数据提及、软件/代码提及和临床试验提及。数据集主要由英语和法语组成，也包含其他欧洲语言。每个段落都标有语言识别和科学领域信息。该数据集适用于文本分类模型的训练和科学文献挖掘的命名实体识别系统的开发。
We present a dataset of 833k paragraphs extracted from CC-BY licensed scientific publications, classified into four categories: acknowledgments, data mentions, software/code mentions, and clinical trial mentions. The paragraphs are primarily in English and French, with additional European languages represented. Each paragraph is annotated with language identification and scientific domain information. This dataset is suitable for training text classification models and developing named entity recognition systems for scientific literature mining.
提供机构：
dataesr
