3 papers
cs.CL2025
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…
cs.CL2025
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…
cs.CL2025
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…