semantic-calibration

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SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval

arXiv cs.AI · 2026-07-22 Cached

SkillSight is a training-free retrieval framework that calibrates shared background in skill descriptions to improve skill retrieval accuracy for LLM agents, achieving up to 20.21 percentage point improvement in Recall@10 over dense retrievers.

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