← Yifei Shen

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

Overview of the ClinSQL construction pipeline, from scenario design and patient selection through query annotation, gold SQL, and data validation

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