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A General Framework for Defending Against Backdoor Attacks via Influence Graph


Nov 29, 2021
Xiaofei Sun, Jiwei Li, Xiaoya Li, Ziyao Wang, Tianwei Zhang, Han Qiu, Fei Wu, Chun Fan

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Interpreting Deep Learning Models in Natural Language Processing: A Review


Oct 25, 2021
Xiaofei Sun, Diyi Yang, Xiaoya Li, Tianwei Zhang, Yuxian Meng, Han Qiu, Guoyin Wang, Eduard Hovy, Jiwei Li

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GNN-LM: Language Modeling based on Global Contexts via GNN


Oct 17, 2021
Yuxian Meng, Shi Zong, Xiaoya Li, Xiaofei Sun, Tianwei Zhang, Fei Wu, Jiwei Li

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BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models


Oct 06, 2021
Kangjie Chen, Yuxian Meng, Xiaofei Sun, Shangwei Guo, Tianwei Zhang, Jiwei Li, Chun Fan

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OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts


Sep 28, 2021
Shuhe Wang, Yuxian Meng, Xiaoya Li, Xiaofei Sun, Rongbin Ouyang, Jiwei Li

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An MRC Framework for Semantic Role Labeling


Sep 14, 2021
Nan Wang, Jiwei Li, Yuxian Meng, Xiaofei Sun, Jun He

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Paraphrase Generation as Unsupervised Machine Translation


Sep 07, 2021
Chun Fan, Yufei Tian, Yuxian Meng, Nanyun Peng, Xiaofei Sun, Fei Wu, Jiwei Li

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ConRPG: Paraphrase Generation using Contexts as Regularizer


Sep 01, 2021
Yuxian Meng, Xiang Ao, Qing He, Xiaofei Sun, Qinghong Han, Fei Wu, Chun fan, Jiwei Li

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* To appear at EMNLP2021 

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$k$Folden: $k$-Fold Ensemble for Out-Of-Distribution Detection


Aug 29, 2021
Xiaoya Li, Jiwei Li, Xiaofei Sun, Chun Fan, Tianwei Zhang, Fei Wu, Yuxian Meng, Jun Zhang

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* To appear at EMNLP 2021 

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Layer-wise Model Pruning based on Mutual Information


Aug 28, 2021
Chun Fan, Jiwei Li, Xiang Ao, Fei Wu, Yuxian Meng, Xiaofei Sun

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* To appear at EMNLP2021 

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