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 |