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DongYuan: An LLM-Based Framework for Integrative Chinese and Western Medicine Spleen-Stomach Disorders Diagnosis
Hua Li, Yingying Li, Xiaobin Feng +8
The clinical burden of spleen-stomach disorders is substantial. While large language models (LLMs) offer new potential for medical applications, they face three major challenges in…
BIOME-Bench: A Benchmark for Biomolecular Interaction Inference and Multi-Omics Pathway Mechanism Elucidation from Scientific Literature
Sibo Wei, Peng Chen, Lifeng Dong +7
Multi-omics studies often rely on pathway enrichment to interpret heterogeneous molecular changes, but pathway enrichment (PE)-based workflows inherit structural limitations of pat…
A benchmark dataset for evaluating Syndrome Differentiation and Treatment in large language models
Kunning Li, Jianbin Guo, Zhaoyang Shang +5
The emergence of Large Language Models (LLMs) within the Traditional Chinese Medicine (TCM) domain presents an urgent need to assess their clinical application capabilities. Howeve…
The Harder The Better: Maintaining Supervised Fine-tuning Generalization with Less but Harder Data
Zhaoyang Shang, Sibo Wei, Jianbin Guo +3
Large Language Models (LLMs) excel in general tasks, but adapting them to specialized domains relies on high-quality supervised fine-tuning (SFT) data. Although existing methods ca…