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S. Lee

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Preprint Aug 2026

hoBIT: A Profile-Aware Retrieval-Augmented Chatbot for University Academic Advising

ProFILL, a method for transforming hoBIT, the authors' college's current rule-based advising chatbot, into a profile-aware retrieval-augmented generation (RAG) system, is presented, which outperforms diverse RAG baselines, is preferred by target users, and remains effective with open-weight models for cost-effective on...

Yoonseo Kim, S. Lee, Joongheon Kim et al. · 0 citations
Review Aug 2026

Evaluating Skills, Not Just Agents: Agentic Continuous Evaluation of Skills

ACES (Agentic Continuous Evaluation of Skills), a repository-native framework for evaluating skills and product capability packages as executable agent artifacts, is presented.

Christopher Kevin, Narendran Raghavan, J. Puget et al. · 3 citations · ⚡1

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