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 |

Parameter Efficient Multi-task Fine-tuning by Learning to Transfer Token-wise Prompts F i n d i n g s - E M N L P

Muling Wu | Wenhao Liu | Jianhan Xu | Changze Lv | Zixuan Ling | Tianlong Li | Longtao Huang | Xiaoqing Zheng | Xuanjing Huang |

Hallucination Detection for Generative Large Language Models by Bayesian Sequential Estimation EMNLP

Xiaohua Wang | Yuliang Yan | Longtao Huang | Xiaoqing Zheng | Xuanjing Huang |

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 |

Adversarial Text Generation by Search and Learning F i n d i n g s - E M N L P

Guoyi Li | Bingkang Shi | Zongzhen Liu | Dehan Kong | Yulei Wu | Xiaodan Zhang | Longtao Huang | Honglei Lyu |

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 |

Text Editing as Imitation Game F i n d i n g s - E M N L P

Ning Shi | Bin Tang | Bo Yuan | Longtao Huang | Yewen Pu | Jie Fu | Zhouhan Lin |

Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation EMNLP

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

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 |

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 |

Multimodal Knowledge Learning for Named Entity Disambiguation F i n d i n g s - E M N L P

Zhang Dongjie | Longtao Huang |

Syntax-guided Localized Self-attention by Constituency Syntactic Distance F i n d i n g s - E M N L P

Shengyuan Hou | Jushi Kai | Haotian Xue | Bingyu Zhu | Bo Yuan | Longtao Huang | Xinbing Wang | Zhouhan Lin |

SpanMlt: A Span-based Multi-Task Learning Framework for Pair-wise Aspect and Opinion Terms Extraction ACL

He Zhao | Longtao Huang | Rong Zhang | Quan Lu | hui xue |