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Well-classified Examples are Underestimated in Classification with Deep Neural Networks



Guangxiang Zhao , Wenkai Yang , Xuancheng Ren , Lei Li , Xu Sun

* 16 pages, 11 figures, 13 tables 

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RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models



Wenkai Yang , Yankai Lin , Peng Li , Jie Zhou , Xu Sun

* EMNLP 2021 (main conference), long paper, camera-ready version 

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Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models



Wenkai Yang , Lei Li , Zhiyuan Zhang , Xuancheng Ren , Xu Sun , Bin He

* NAACL-HLT 2021, Long Paper 

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