Beyond Task-Only Matching: Personalized Skill Routing with Counterfactual Evaluation
This work proposes SkillFeed, a progressive retrieve-and-rerank framework that first establishes task--skill alignment and then learns profile-conditioned discrimination, and introduces a profile-counterfactual benchmark, in which the task is held fixed while changes in the user profile induce changes in the reference skill.
Tian-Le Wang, Yang-He Zou, Xiang Liu et al.
· 0 citations