Xueping Li

Evaluating teacher-supervised small medical language models for institution-constrained clinical QA.

For institution-constrained clinical QA, in-domain teacher-supervised fine-tuning was the most reliable evaluated adaptation path, and public-benchmark transfer was not a dependable proxy for local utility in the primary internal comparison.