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cs.AI2026
SkillGATE: Gate-Aware Monte Carlo Tree Search for Skill Retrieval
Rongchen Zhao, Yu Chen, Yanming Yang +5
Skill Retrieval (SR) aims to identify the most relevant skills from external skill libraries, and becomes increasingly challenging as libraries grow in scale and diversity. Existin…
cs.AI2026
PonsRAG: A Pons-Inspired RAG Bridging Cognitive Islands for Coordinated Long Narrative Reasoning
Rongchen Zhao, Yu Chen, Juyuan Wang +4
Long Narrative Reasoning is an essential capability for processing and reasoning over complex narratives. While retrieval-augmented generation provides a promising framework, exist…