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Jun, 2021
利用虚拟嵌入进行机器阅读理解的对抗训练
Adversarial Training for Machine Reading Comprehension with Virtual Embeddings
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Ziqing Yang, Yiming Cui, Chenglei Si, Wanxiang Che, Ting Liu...
TL;DR
本研究针对机器阅读理解任务应用对抗训练（AT）作为一种正则化方法，提出一种基于嵌入矩阵扰动而非单词向量的新型对抗训练方法 PQAT，测试结果显示对抗训练对跨领域具有普适性，PQAT 方法进一步提高了性能。
Abstract
adversarial training
(AT) as a
regularization
method has proved its effectiveness on various tasks. Though there are successful applications of AT on some
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