Active Prompting with Chain-of-Thought for Large Language Models ACL

Shizhe Diao | Pengcheng Wang | Yong Lin | Rui Pan | Xiang Liu | Tong Zhang |

R-Tuning: Instructing Large Language Models to Say ‘I Don’t Know’ NAACL

Hanning Zhang | Shizhe Diao | Yong Lin | Yi Fung | Qing Lian | Xingyao Wang | Yangyi Chen | Heng Ji | Tong Zhang |

Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards ACL

Haoxiang Wang | Yong Lin | Wei Xiong | Rui Yang | Shizhe Diao | Shuang Qiu | Han Zhao | Tong Zhang |

On the Limited Generalization Capability of the Implicit Reward Model Induced by Direct Preference Optimization F i n d i n g s - E M N L P

Yong Lin | Skyler Seto | Maartje Ter Hoeve | Katherine Metcalf | Barry-John Theobald | Xuan Wang | Yizhe Zhang | Chen Huang | Tong Zhang |

Mitigating the Alignment Tax of RLHF EMNLP

Yong Lin | Hangyu Lin | Wei Xiong | Shizhe Diao | Jianmeng Liu | Jipeng Zhang | Rui Pan | Haoxiang Wang | Wenbin Hu | Hanning Zhang | Hanze Dong | Renjie Pi | Han Zhao | Nan Jiang | Heng Ji | Yuan Yao | Tong Zhang |

The Instinctive Bias: Spurious Images lead to Illusion in MLLMs EMNLP

Tianyang Han | Qing Lian | Rui Pan | Renjie Pi | Jipeng Zhang | Shizhe Diao | Yong Lin | Tong Zhang |