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cs.CL2026
Schema-Grounded LLM Extraction for FHIR Patient Digital Twins
Rafael Brens, Yuqiao Meng, Luoxi Tang +1
We revisit the problem of constructing interoperable patient digital twins from unstructured electronic health records (EHRs) and argue that the task is better cast not as a cascad…
cs.CL2025★ 1 cited
From Test-taking to Cognitive Scaffolding: A Pedagogical Diagnostic Benchmark for LLMs on English Standardized Tests
Luoxi Tang, Tharunya Sundar, Yuqiao Meng +7
As large language models (LLMs) are increasingly integrated into educational tools, current evaluations on standardized tests predominantly focus on binary outcome accuracy. Instea…