Skip to content
Log in

Author

S. Ruan

View on Semantic Scholar

1 paper indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Open access Aug 2026

Evaluating Retrieval-Augmented Large Language Models on Anesthesiology Board-Style Questions: Benchmark Study

RAG-based LLM systems improved performance on anesthesiology board-style questions, but gains depended strongly on retrieval design, and reasoning-oriented models demonstrated that multistep reasoning can, in some settings, compensate for larger parameter scale.

Nguyen Quang Phuong, S. Ruan, Pei-fu Chen · 0 citations