Papers by Duy-Khanh Vu
SuperRAG: Beyond RAG with Layout-Aware Graph Modeling (2025.naacl-industry)
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| Challenge: | Existing methods that only deal with flat text chunks use a graph structure to handle complex questions. |
| Approach: | They propose layout-aware graph modeling for multimodal RAG using document layout parsing to take into account relationship of multimodalities. |
| Outcome: | The proposed method can handle complex questions that require information from multimodalities. |