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Apr, 2022
多域文本分类的鲁棒对比对齐方法
A Robust Contrastive Alignment Method For Multi-Domain Text Classification
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Xuefeng Li, Hao Lei, Liwen Wang, Guanting Dong, Jinzheng Zhao...
TL;DR
该研究提出了一种旨在通过监督对比学习将多个领域的文本分类特征对齐到同一特征空间中的稳健对比对齐方法, 以实现多领域文本分类, 消除了新兴领域增多带来的效率低下问题,从而只需两个通用特征提取器。实验结果表明,该方法在多个领域中效果良好。
Abstract
multi-domain text classification
can automatically classify texts in various scenarios. Due to the diversity of human languages, texts with the same label in different domains may differ greatly, which brings challenges to the
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