Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives ACL

Wenqi Zhang | Yongliang Shen | Linjuan Wu | Qiuying Peng | Jun Wang | Yueting Zhuang | Weiming Lu |

Learning Global Controller in Latent Space for Parameter-Efficient Fine-Tuning ACL

Zeqi Tan | Yongliang Shen | Xiaoxia Cheng | Chang Zong | Wenqi Zhang | Jian Shao | Weiming Lu | Yueting Zhuang |

Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization ACL

Wenqi Zhang | Ke Tang | Hai Wu | Mengna Wang | Yongliang Shen | Guiyang Hou | Zeqi Tan | Peng Li | Yueting Zhuang | Weiming Lu |

TimeToM: Temporal Space is the Key to Unlocking the Door of Large Language Models’ Theory-of-Mind F i n d i n g s - A C L

Guiyang Hou | Wenqi Zhang | Yongliang Shen | Linjuan Wu | Weiming Lu |

Advancing Process Verification for Large Language Models via Tree-Based Preference Learning EMNLP

Mingqian He | Yongliang Shen | Wenqi Zhang | Zeqi Tan | Weiming Lu |

Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model EMNLP

Wenqi Zhang | Zhenglin Cheng | Yuanyu He | Mengna Wang | Yongliang Shen | Zeqi Tan | Guiyang Hou | Mingqian He | Yanna Ma | Weiming Lu | Yueting Zhuang |