← Yifei Shen

Publications

Also on Google Scholar.

2026

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

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

Patient-Similarity Cohort Reasoning in Clinical Text-to-SQL

Yifei Shen∗, Yilun Zhao∗, Justice Ou, Tinglin Huang, Arman Cohan

EACL 2026 Main (Oral)

paper / code

ClinSQL evaluates models on clinically grounded text-to-SQL tasks that require temporal reasoning and patient-similarity cohort construction.

2025

SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification

Chengye Wang, Yifei Shen, Zexi Kuang, Arman Cohan, Yilun Zhao

ACL 2025 Main

paper / code

SciVer benchmarks foundation models on 3,000 expert-annotated claims grounded in scientific text, charts, and tables.