HyKGE: A Hypothesis Knowledge Graph Enhanced RAG Framework for Accurate and Reliable Medical LLMs Responses ACL

Xinke Jiang | Ruizhe Zhang | Yongxin Xu | Rihong Qiu | Yue Fang | Zhiyuan Wang | Jinyi Tang | Hongxin Ding | Xu Chu | Junfeng Zhao | Yasha Wang |

TC–RAG: Turing–Complete RAG’s Case study on Medical LLM Systems ACL

Xinke Jiang | Yue Fang | Rihong Qiu | Haoyu Zhang | Yongxin Xu | Hao Chen | Wentao Zhang | Ruizhe Zhang | Yuchen Fang | Xinyu Ma | Xu Chu | Junfeng Zhao | Yasha Wang |

Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning ACL

Yongxin Xu | Ruizhe Zhang | Xinke Jiang | Yujie Feng | Yuzhen Xiao | Xinyu Ma | Runchuan Zhu | Xu Chu | Junfeng Zhao | Yasha Wang |