← Yifei Shen

Experience Retrieval-Augmentation with Electronic Health Records Enables Accurate Discharge QA

Justice Ou, Tinglin Huang, Yilun Zhao, Ziyang Yu, Peiqing Lu, Yifei Shen, Rex Ying

ACL 2026 Main

paper / code

Overview of the ExpRAG framework: indexing similar patients from EHR data, then retrieving their discharge reports for the LLM

ExpRAG retrieves similar patient experiences from electronic health records to improve discharge-related clinical question answering.

Citation

Justice Ou, Tinglin Huang, Yilun Zhao, Ziyang Yu, Peiqing Lu, Yifei Shen, and Rex Ying. 2026. Experience Retrieval-Augmentation with Electronic Health Records Enables Accurate Discharge QA. In Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 23406-23430.