Attacks, Defenses and Evaluations for LLM Conversation Safety: A Survey NAACL

Zhichen Dong | Zhanhui Zhou | Chao Yang | Jing Shao | Yu Qiao |

Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization F i n d i n g s - A C L

Zhanhui Zhou | Jie Liu | Jing Shao | Xiangyu Yue | Chao Yang | Wanli Ouyang | Yu Qiao |

MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues ACL

Ge Bai | Jie Liu | Xingyuan Bu | Yancheng He | Jiaheng Liu | Zhanhui Zhou | Zhuoran Lin | Wenbo Su | Tiezheng Ge | Bo Zheng | Wanli Ouyang |

ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models F i n d i n g s - A C L

Yanan Wu | Jie Liu | Xingyuan Bu | Jiaheng Liu | Zhanhui Zhou | Yuanxing Zhang | Chenchen Zhang | ZhiqiBai ZhiqiBai | Haibin Chen | Tiezheng Ge | Wanli Ouyang | Wenbo Su | Bo Zheng |

Emulated Disalignment: Safety Alignment for Large Language Models May Backfire! ACL

Zhanhui Zhou | Jie Liu | Zhichen Dong | Jiaheng Liu | Chao Yang | Wanli Ouyang | Yu Qiao |

Inference-Time Language Model Alignment via Integrated Value Guidance F i n d i n g s - E M N L P

Zhixuan Liu | Zhanhui Zhou | Yuanfu Wang | Chao Yang | Yu Qiao |