Rethinking Tabular Data Understanding with Large Language Models NAACL

Tianyang Liu | Fei Wang | Muhao Chen |

From Shortcuts to Triggers: Backdoor Defense with Denoised PoE NAACL

Qin Liu | Fei Wang | Chaowei Xiao | Muhao Chen |

Combating Security and Privacy Issues in the Era of Large Language Models NAACL

Muhao Chen | Chaowei Xiao | Huan Sun | Lei Li | Leon Derczynski | Anima Anandkumar | Fei Wang |

Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking F i n d i n g s - N A A C L

Nan Xu | Fei Wang | Ben Zhou | Bangzheng Li | Chaowei Xiao | Muhao Chen |

Conversational Question Answering with Language Models Generated Reformulations over Knowledge Graph F i n d i n g s - A C L

Lihui Liu | Blaine Hill | Boxin Du | Fei Wang | Hanghang Tong |

Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination? NAACL

Bangzheng Li | Ben Zhou | Fei Wang | Xingyu Fu | Dan Roth | Muhao Chen |

Instructional Fingerprinting of Large Language Models NAACL

Jiashu Xu | Fei Wang | Mingyu Ma | Pang Wei Koh | Chaowei Xiao | Muhao Chen |

Contrastive Instruction Tuning F i n d i n g s - A C L

Tianyi Yan | Fei Wang | James Y. Huang | Wenxuan Zhou | Fan Yin | Aram Galstyan | Wenpeng Yin | Muhao Chen |

Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models NAACL

Jiashu Xu | Mingyu Ma | Fei Wang | Chaowei Xiao | Muhao Chen |

Enhancing LLM Capabilities Beyond Scaling Up EMNLP

Wenpeng Yin | Muhao Chen | Rui Zhang | Ben Zhou | Fei Wang | Dan Roth |

Monotonic Paraphrasing Improves Generalization of Language Model Prompting F i n d i n g s - E M N L P

Qin Liu | Fei Wang | Nan Xu | Tianyi Lorena Yan | Tao Meng | Muhao Chen |

LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing EMNLP

Jiangshu Du | Yibo Wang | Wenting Zhao | Zhongfen Deng | Shuaiqi Liu | Renze Lou | Henry Peng Zou | Pranav Narayanan Venkit | Nan Zhang | Mukund Srinath | Haoran Ranran Zhang | Vipul Gupta | Yinghui Li | Tao Li | Fei Wang | Qin Liu | Tianlin Liu | Pengzhi Gao | Congying Xia | Chen Xing | Cheng Jiayang | Zhaowei Wang | Ying Su | Raj Sanjay Shah | Ruohao Guo | Jing Gu | Haoran Li | Kangda Wei | Zihao Wang | Lu Cheng | Surangika Ranathunga | Meng Fang | Jie Fu | Fei Liu | Ruihong Huang | Eduardo Blanco | Yixin Cao | Rui Zhang | Philip S. Yu | Wenpeng Yin |

mDPO: Conditional Preference Optimization for Multimodal Large Language Models EMNLP

Fei Wang | Wenxuan Zhou | James Y. Huang | Nan Xu | Sheng Zhang | Hoifung Poon | Muhao Chen |

Data Advisor: Dynamic Data Curation for Safety Alignment of Large Language Models EMNLP

Fei Wang | Ninareh Mehrabi | Palash Goyal | Rahul Gupta | Kai-Wei Chang | Aram Galstyan |