PAGE-RAG: Evidence-Grounded Adaptive Graph Retrieval for Long-Document Question Answering

GraphRAG improves long-document question answering by introducing structured representations beyond conventional retrieval. However, automatically constructed graphs are inherently incomplete projections of source documents, and treating them as independent knowledge sources may lead to unreliable r...