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cs.IR2026
SkillPager: Query-Adaptive Intra-Skill Navigation via Semantic Node Retrieval
Zicai Cui, Zihan Guo, Weiwen Liu +1
Skill-based LLM agents increasingly rely on long procedural documents, but full-document prompting wastes tokens and dilutes information critical to execution. We study this settin…
cs.IR2026
DynaTree: Dynamic Agentic Retrieval Tree for Time-Sensitive News Retrieval
Siyuan Qi, Xinyuan Wang, Yingxuan Yang +5
Agentic Retrieval-Augmented Generation improves retrieval by integrating planning, tool use, and iterative reasoning, but existing agentic RAG methods often couple semantic expansi…