Lise Stork

Signal or Noise? Modality Contribution and Cooperation in Multimodal GraphRAG

Multimodal knowledge graphs (KGs) integrate information from text, figures, tables, and other modalities into a unified structured representation, with the promise that richer evidence enables better inference. In GraphRAG systems built over such graphs, it is commonly assumed that retrieving evidence from more modalit...