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language: |
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- zh |
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license: "apache-2.0" |
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## Chinese MRC macbert-large |
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* 使用大量中文MRC数据训练的macbert-large模型，详情可查看：https://github.com/basketballandlearn/MRC_Competition_Dureader |
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* 此库发布的再训练模型，在 阅读理解/分类 等任务上均有大幅提高<br/> |
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（已有多位小伙伴在Dureader-2021等多个比赛中取得**top5**的成绩😁） |
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| 模型/数据集 | Dureader-2021 | tencentmedical | |
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| ------------------------------------------|--------------- | --------------- | |
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| | F1-score | Accuracy | |
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| | dev / A榜 | test-1 | |
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| macbert-large (哈工大预训练语言模型) | 65.49 / 64.27 | 82.5 | |
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| roberta-wwm-ext-large (哈工大预训练语言模型) | 65.49 / 64.27 | 82.5 | |
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| macbert-large (ours) | 70.45 / **68.13**| **83.4** | |
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| roberta-wwm-ext-large (ours) | 68.91 / 66.91 | 83.1 | |
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