GOVERN: Gradient Orientation Vote Ensemble for Multi-Teacher Reinforced Distillation EMNLP

Wenjie Zhou | Zhenxin Ding | Xiaodong Zhang | Haibo Shi | Junfeng Wang | Dawei Yin |

KnowTuning: Knowledge-aware Fine-tuning for Large Language Models EMNLP

Yougang Lyu | Lingyong Yan | Shuaiqiang Wang | Haibo Shi | Dawei Yin | Pengjie Ren | Zhumin Chen | Maarten de Rijke | Zhaochun Ren |

Learning to Use Tools via Cooperative and Interactive Agents F i n d i n g s - E M N L P

Zhengliang Shi | Shen Gao | Xiuyi Chen | Yue Feng | Lingyong Yan | Haibo Shi | Dawei Yin | Pengjie Ren | Suzan Verberne | Zhaochun Ren |

ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator EMNLP

Junda Zhu | Lingyong Yan | Haibo Shi | Dawei Yin | Lei Sha |