Defending Pre-trained Language Models from Adversarial Word
Substitutions Without Performance Sacrifice

Defending Pre-trained Language Models from Adversarial Word Substitutions Without Performance Sacrifice

30 May 2021

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Papers citing "Defending Pre-trained Language Models from Adversarial Word Substitutions Without Performance Sacrifice"

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Title
Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Yang Wang Chenghua Lin ELM 193 0 0 05 Jan 2025
Desiderata for the Context Use of Question Answering Systems Sagi Shaier Lawrence E Hunter Katharina von der Wense 113 5 0 31 Jan 2024
On the Universal Adversarial Perturbations for Efficient Data-free Adversarial Detection Songyang Gao Shihan Dou Qi Zhang Xuanjing Huang Jin Ma Yingchun Shan AAML 55 3 0 27 Jun 2023
Don't Retrain, Just Rewrite: Countering Adversarial Perturbations by Rewriting Text Ashim Gupta Carter Blum Temma Choji Yingjie Fei Shalin S Shah Alakananda Vempala Vivek Srikumar AAML 62 9 0 25 May 2023
The Best Defense is Attack: Repairing Semantics in Textual Adversarial Examples Heng Yang Ke Li AAML 94 3 0 06 May 2023
TextShield: Beyond Successfully Detecting Adversarial Sentences in Text Classification Lingfeng Shen Ze Zhang Haiyun Jiang Ying-Cong Chen AAML 111 5 0 03 Feb 2023
RoChBert: Towards Robust BERT Fine-tuning for Chinese Zihan Zhang Jinfeng Li Ning Shi Bo Yuan Xiangyu Liu Rong Zhang Hui Xue Donghong Sun Chao Zhang AAML 61 4 0 28 Oct 2022
Adversarial Self-Attention for Language Understanding Hongqiu Wu Ruixue Ding Hai Zhao Pengjun Xie Fei Huang Min Zhang 81 12 0 25 Jun 2022
Adversarial Attacks and Defenses for Social Network Text Processing Applications: Techniques, Challenges and Future Research Directions I. Alsmadi Kashif Ahmad Mahmoud Nazzal Firoj Alam Ala I. Al-Fuqaha Abdallah Khreishah A. Algosaibi AAML 57 16 0 26 Oct 2021
Improving Question Answering Performance Using Knowledge Distillation and Active Learning Yasaman Boreshban Seyed Morteza Mirbostani Gholamreza Ghassem-Sani Seyed Abolghasem Mirroshandel Shahin Amiriparian 73 16 0 26 Sep 2021