31 citations · 116 across the 14 of their papers we have counts for
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cs.CL2022★ 11 cited
Watermarking Pre-trained Language Models with Backdooring
Chenxi Gu, Chengsong Huang, Xiaoqing Zheng +2
Large pre-trained language models (PLMs) have proven to be a crucial component of modern natural language processing systems. PLMs typically need to be fine-tuned on task-specific…
cs.CL2022★ 21 cited
Improving the Adversarial Robustness of NLP Models by Information Bottleneck
Cenyuan Zhang, Xiang Zhou, Yixin Wan +3
Existing studies have demonstrated that adversarial examples can be directly attributed to the presence of non-robust features, which are highly predictive, but can be easily manip…