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May, 2023
MSMix：一种基于插值的文本数据增强方法：流形交换Mixup
MSMix:An Interpolation-Based Text Data Augmentation Method Manifold Swap Mixup
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Mao Ye, Haitao Wang, Zheqian Chen
TL;DR
提出了一种简单而有效的插值数据增强方法MSMix，并在三个中文意图识别数据集上进行了实验，结果表明该方法在全样本和小样本配置下均取得了比其他方法更好的结果。
Abstract
To solve the problem of poor performance of
deep neural network
models due to insufficient data, a simple yet effective
interpolation
-based
data
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