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 |

Large Language Models Can be Lazy Learners: Analyze Shortcuts in In-Context Learning F i n d i n g s - A C L

Ruixiang Tang | Dehan Kong | Longtao Huang | Hui Xue |

Sparse Black-Box Multimodal Attack for Vision-Language Adversary Generation F i n d i n g s - E M N L P

Zhen Yu | Zhou Qin | Zhenhua Chen | Meihui Lian | Haojun Fu | Weigao Wen | Hui Xue | Kun He |

RoChBert: Towards Robust BERT Fine-tuning for Chinese F i n d i n g s - E M N L P

Zihan Zhang | Jinfeng Li | Ning Shi | Bo Yuan | Xiangyu Liu | Rong Zhang | Hui Xue | Donghong Sun | Chao Zhang |

Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation EMNLP

Xiaohui Song | Longtao Huang | Hui Xue | Songlin Hu |

Multiple Instance Learning for Offensive Language Detection F i n d i n g s - E M N L P

Jiexi Liu | Dehan Kong | Longtao Huang | Dinghui Mao | Hui Xue |

Ranking Responses Oriented to Conversational Relevance in Chat-bots COLING

Bowen Wu | Baoxun Wang | Hui Xue |