On the Universal Adversarial Perturbations for Efficient Data-free Adversarial Detection F i n d i n g s - A C L

SongYang Gao | Shihan Dou | Qi Zhang | Xuanjing Huang | Jin Ma | Ying Shan |

A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition F i n d i n g s - A C L

Limao Xiong | Jie Zhou | Qunxi Zhu | Xiao Wang | Yuanbin Wu | Qi Zhang | Tao Gui | Xuanjing Huang | Jin Ma | Ying Shan |

Characterizing the Impacts of Instances on Robustness F i n d i n g s - A C L

Rui Zheng | Zhiheng Xi | Qin Liu | Wenbin Lai | Tao Gui | Qi Zhang | Xuanjing Huang | Jin Ma | Ying Shan | Weifeng Ge |

DSRM: Boost Textual Adversarial Training with Distribution Shift Risk Minimization ACL

SongYang Gao | Shihan Dou | Yan Liu | Xiao Wang | Qi Zhang | Zhongyu Wei | Jin Ma | Ying Shan |