Author

Ryan Kang

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#artificial intelligence May 2026

SkillRet: A Large-Scale Benchmark for Skill Retrieval in LLM Agents

Task-specific fine-tuning on SkillRet improves NDCG@10 by 12.9 points over the strongest prior retriever and by 16.2 points over the strongest off-the-shelf retriever, establishing SkillRet as a strong benchmark and foundation for future research on retrieval in large-scale agent systems.

H. Cho, Ryan Kang, Youngeun Kim · arXiv.org · 40 citations · ⚡7