Flooding-X: Improving BERT’s Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning
Qin Liu, Rui Zheng, Bao Rong, Jingyi Liu, ZhiHua Liu, Zhanzhan Cheng, Liang Qiao, Tao Gui, Qi Zhang, Xuanjing Huang
2022Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)21 citationsDOIOpen Access PDF
Abstract
Qin Liu, Rui Zheng, Bao Rong, Jingyi Liu, ZhiHua Liu, Zhanzhan Cheng, Liang Qiao, Tao Gui, Qi Zhang, Xuanjing Huang. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2022.
Topics & Concepts
ZhàngAdversarial systemFlooding (psychology)Computer scienceResistance (ecology)Artificial intelligenceCognitive sciencePhilosophyHistoryPsychologyChinaBiologyEcologyPsychotherapistArchaeologyAdversarial Robustness in Machine LearningTopic ModelingNetwork Security and Intrusion Detection