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在敌对攻击下提高意图检测的稳定性:从几何约束的角度来看

Biqing Qi, Bowen Zhou, Weinan Zhang

    IEEE transactions on neural networks and learning systems
    |August 11, 2023
    PubMed
    概括

    本研究引入了一种通过改进特征表示来对抗自然语言处理 (NLP) 中的对抗性示例的新防御方法. 拟议的几何约束方法提高了用于意图检测任务的模型稳定性.

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