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Better Robustness by More Coverage: Adversarial Training with Mixup Augmentation for Robust Fine-tuning

Dec 31, 2020
Chenglei Si, Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun

* 9 pages 

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CharBERT: Character-aware Pre-trained Language Model

Nov 03, 2020
Wentao Ma, Yiming Cui, Chenglei Si, Ting Liu, Shijin Wang, Guoping Hu

* 12 pages, to appear at COLING 2020 

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Benchmarking Robustness of Machine Reading Comprehension Models

Apr 29, 2020
Chenglei Si, Ziqing Yang, Yiming Cui, Wentao Ma, Ting Liu, Shijin Wang

* Work in progress 

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What does BERT Learn from Multiple-Choice Reading Comprehension Datasets?

Oct 28, 2019
Chenglei Si, Shuohang Wang, Min-Yen Kan, Jing Jiang

* 10 pages 

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