| 2025 | COLING | An LLM-based Framework for Biomedical Terminology Normalization in Social Media via Multi-Agent Collaboration. | Yongqi Fan, Kui Xue, Zelin Li, Xiaofan Zhang, Tong Ruan |
| 2025 | COLING | Interactive Evaluation for Medical LLMs via Task-oriented Dialogue System. | Ruoyu Liu, Kui Xue, Xiaofan Zhang, Shaoting Zhang |
| 2025 | NAACL | MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens. | Yongqi Fan, Hongli Sun, Kui Xue, Xiaofan Zhang, Shaoting Zhang, Tong Ruan |
| 2025 | NAACL | 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 |
| 2025 | NAACL | MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling. | Yakun Zhu, Shaohang Wei, Xu Wang, Kui Xue, Shaoting Zhang, Xiaofan Zhang |
| 2024 | ACL | 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 |
| 2023 | ACL | MidMed: Towards Mixed-Type Dialogues for Medical Consultation. | Xiaoming Shi, Zeming Liu, Chuan Wang, Haitao Leng, Kui Xue, Xiaofan Zhang, Shaoting Zhang |