Author

Bin Li

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Jul 2026

SkillSight: Calibrating Generic Content Bias for Skill Retrieval

SkillSight is proposed, a training-free retrieval framework that calibrates shared background in both semantic and lexical spaces and achieves the best overall performance across three agent models and outperforms LLM Selection in end-to-end evaluation.

Jin-Ying Xiao, Bin Li, Xiaopeng Li et al. · arXiv.org · 5 citations