S. Lee

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...