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#artificial intelligence Preprint Sep 2026

A Tree-based RAG Framework for Evidence-Intensive QA via Adaptive Planning and Topology-Aware Evidence Gathering

This work proposes APT-RAG, an Adaptive Planning and Topology-aware evidence gathering RAG framework, which dynamically expands the reasoning structure based on question dependencies and evidence requirements, and introduces evidence-guided batched answer generation to reduce significant generation overhead in evidence...

S. Lee, Kyungjin Min, Injae Na et al. · 0 citations

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