基于密集连接网络和多维特征融合的文本匹配模型
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陈岳林,田文靖,蔡晓东,郑淑婷
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Text matching model based on dense connection networkand multi-dimensional feature fusion
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Yue-lin CHEN,Wen-jing TIAN,Xiao-dong CAI,Shu-ting ZHENG
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| 表 1 不同数据集的大小和示例 |
| Tab.1 Size and examples of different data sets |
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| 数据集 | 分类 | 数量 | 例句 | 标签 | | SNLI | train | 549367 | p: a man playing an electric guitar on stage.
q: a man playing guitar on stage. | 蕴涵、中立、矛盾 | | dev | 9842 | | test | 9824 | | SciTail | train | 23596 | p: He grabs at the wheel to turn the car.
q: The turning driveshaft causes the wheels of the car to turn. | 蕴涵、中立 | | dev | 1304 | | test | 2126 | | Quora | train | 384348 | p: What is the best way of living life?
q: What is the best way to live a life? | 释义、未释义 | | dev | 10000 | | test | 10000 | | 蚂蚁金融 | train | 92500 | p: 蚂蚁借呗多长时间可以审核通过？
q: 借呗申请多久可以审核通过？ | 是、否 | | dev | 4000 | | test | 4000 |
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