Removing Backdoors in Pre-trained Models by Regularized Continual Pre-training TACL

Biru Zhu | Ganqu Cui | Yangyi Chen | Yujia Qin | Lifan Yuan | Chong Fu | Yangdong Deng | Zhiyuan Liu | Maosong Sun | Ming Gu |

Beat LLMs at Their Own Game: Zero-Shot LLM-Generated Text Detection via Querying ChatGPT EMNLP

Biru Zhu | Lifan Yuan | Ganqu Cui | Yangyi Chen | Chong Fu | Bingxiang He | Yangdong Deng | Zhiyuan Liu | Maosong Sun | Ming Gu |

From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework F i n d i n g s - A C L

Yangyi Chen | Hongcheng Gao | Ganqu Cui | Lifan Yuan | Dehan Kong | Hanlu Wu | Ning Shi | Bo Yuan | Longtao Huang | Hui Xue | Zhiyuan Liu | Maosong Sun | Heng Ji |

A Close Look into the Calibration of Pre-trained Language Models ACL

Yangyi Chen | Lifan Yuan | Ganqu Cui | Zhiyuan Liu | Heng Ji |

Few-shot Classification with Hypersphere Modeling of Prototypes F i n d i n g s - A C L

Ning Ding | Yulin Chen | Ganqu Cui | Xiaobin Wang | Haitao Zheng | Zhiyuan Liu | Pengjun Xie |

Decoder Tuning: Efficient Language Understanding as Decoding ACL

Ganqu Cui | Wentao Li | Ning Ding | Longtao Huang | Zhiyuan Liu | Maosong Sun |

Prototypical Verbalizer for Prompt-based Few-shot Tuning ACL

Ganqu Cui | Shengding Hu | Ning Ding | Longtao Huang | Zhiyuan Liu |

Exploring the Universal Vulnerability of Prompt-based Learning Paradigm Findings NAACL

Lei Xu | Yangyi Chen | Ganqu Cui | Hongcheng Gao | Zhiyuan Liu |

Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP EMNLP

Yangyi Chen | Hongcheng Gao | Ganqu Cui | Fanchao Qi | Longtao Huang | Zhiyuan Liu | Maosong Sun |