Intelligent Hospital Guidance System based on Multi-Round Conversation. - Daowen Liu; Zhiyuan Ma 001; Yangming Zhou; Jie Zhai; Tingting Cai; Kui Xue; Ping He (BIBM, 2019)

Fine-tuning BERT for Joint Entity and Relation Extraction in Chinese Medical Text. - Kui Xue; Yangming Zhou; Zhiyuan Ma 001; Tong Ruan; Huanhuan Zhang; Ping He (BIBM, 2019)

A combined recall and rank framework with online negative sampling for Chinese procedure terminology normalization. - Ming Liang; Kui Xue; Qi Ye; Tong Ruan (Bioinform., 2021)

A multi-perspective combined recall and rank framework for Chinese procedure terminology normalization. - Ming Liang; Kui Xue; Tong Ruan (CoRR, 2021)

FL-Tuning: Layer Tuning for Feed-Forward Network in Transformer. - Jingping Liu; Yuqiu Song; Kui Xue; Hongli Sun; Chao Wang 095; Lihan Chen; Haiyun Jiang; Jiaqing Liang; Tong Ruan (CoRR, 2022)

CBEAF-Adapting: Enhanced Continual Pretraining for Building Chinese Biomedical Language Model. - Yongyu Yan; Kui Xue; Qi Ye; Tong Ruan (CoRR, 2022)

MidMed: Towards Mixed-Type Dialogues for Medical Consultation. - Xiaoming Shi; Zeming Liu; Chuan Wang 002; Haitao Leng; Kui Xue; Xiaofan Zhang 002; Shaoting Zhang 001 (ACL (1), 2023)

AF Adapter: Continual Pretraining for Building Chinese Biomedical Language Model. - Yongyu Yan; Kui Xue; Xiaoming Shi; Qi Ye; Jingping Liu; Tong Ruan (BIBM, 2023)

RRNorm: A Novel Framework for Chinese Disease Diagnoses Normalization via LLM-Driven Terminology Component Recognition and Reconstruction. - Yongqi Fan; Yansha Zhu; Kui Xue; Jingping Liu; Tong Ruan (ACL (Findings), 2024)

Medical Document Embedding Enhancement with Heterogeneous Mixture-of-Experts. - Xiangyang Liu; Yi Zhu; Tianqi Pang; Kui Xue; Xiaofan Zhang 006; Chenyou Fan (BIBM, 2024)

Tool Calling: Enhancing Medication Consultation via Retrieval-Augmented Large Language Models. - Zhongzhen Huang; Kui Xue; Yongqi Fan; Linjie Mu; Ruoyu Liu; Tong Ruan; Shaoting Zhang 001; Xiaofan Zhang 002 (CoRR, 2024)

GC-CDSS: Personalized gastric cancer treatment recommendations system based on knowledge graph. - Shuchun Li; Zhiang Li; Kui Xue; Xueliang Zhou; Chengsheng Ding; Yanfei Shao; Sen Zhang; Tong Ruan; Minhua Zheng; Jing Sun (Int. J. Medical Informatics, 2024)

An LLM-based Framework for Biomedical Terminology Normalization in Social Media via Multi-Agent Collaboration. - Yongqi Fan; Kui Xue; Zelin Li 004; Xiaofan Zhang 002; Tong Ruan (COLING, 2025)

Interactive Evaluation for Medical LLMs via Task-oriented Dialogue System. - Ruoyu Liu; Kui Xue; Xiaofan Zhang 002; Shaoting Zhang 001 (COLING, 2025)

MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens. - Yongqi Fan; Hongli Sun; Kui Xue; Xiaofan Zhang 002; Shaoting Zhang 001; Tong Ruan (NAACL (Findings), 2025)

MedEureka: A Medical Domain Benchmark for Multi-Granularity and Multi-Data-Type Embedding-Based Retrieval. - Yongqi Fan; Nan Wang; Kui Xue; Jingping Liu; Tong Ruan (NAACL (Findings), 2025)

MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling. - Yakun Zhu; Shaohang Wei; Xu Wang; Kui Xue; Shaoting Zhang 001; Xiaofan Zhang 002 (NAACL (Long Papers), 2025)