Author

Yan Xiao

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Jul 2026

SkillCorpus: Consolidating and Evaluating the Open Skill Ecosystem for Real-World LLM Agents

SkillCorpus is, to the authors' knowledge, the first end-to-end account of when a curated, retrieval-served community corpus improves real agent tasks, and where it does not, and is evaluated end-to-end across three benchmarks.

Yanze Wang, Pengfei Yao, Tian-Yi Sun et al. · arXiv.org · 1 citation

Open access Aug 2026

Patient education for neuromyelitis optica spectrum disorder using large language models: combining expert assessment and real-world patient interaction

Although all LLMs demonstrate superior performance in patient education, the real-world interaction with patient needs to pay attention and the importance of clinicians in rare disease counseling is underscored.

Chen Li, Yu-Ting Hu, Xiao-Yan Wang et al. · Frontiers in Physiology · 0 citations