Roles of MLLMs in Visually Rich Document Retrieval for RAG: A Survey

Xiantao Zhang

Visually rich documents (VRDs) challenge retrieval-augmented generation (RAG) with layout-dependent semantics, brittle OCR, and evidence spread across complex figures and structure…