resource · 2026
Evaluating Large Language Models for Query Refinement in Systematic Review Retrieval of Traditional Chinese Medicine
Current Bioinformatics
Evaluating Large Language Models for Query Refinement in Systematic Review Retrieval of Traditional Chinese Medicine is a resource in the TCM LLM catalog (Awesome-TCM-LLM), dated 2026. It is maintained alongside the GitHub list of Traditional Chinese Medicine large language models.
The authors tested GPT-4o, GPT-5, DeepSeek-V3, and DeepSeek-R1 under six prompts for literature retrieval in CNKI, Wanfang, PubMed, and Embase on psoriasis, COVID-19, and type 2 diabetes; the deduplicated gold-standard set contained 182 records (50, 74, and 58).