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Edward F. Gehringer

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#artificial intelligence Preprint Oct 2026

TopoGraphRAG-Bench: Evaluating Multimodal GraphRAG on Layout-Grounded Evidence Reasoning

Real-world documents distribute evidence across text, tables, figures, and captions within complex page layouts. Answering complex questions over such documents therefore requires more than retrieving relevant passages: systems must recover the evidence topology that connects heterogeneous evidence units. Existing Grap...

Ruo-Chi Li, Jian-Zhe Lin, Haoxuan Zhang et al. · 0 citations

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