FlexStructRAG jointly constructs knowledge graphs, hypergraphs, and semantic clusters with dynamic partitioning to enable query-adaptive multi-granular retrieval that improves semantic scores over standard RAG baselines on UltraDomain.
Effiqa: Efficient question-answering with strategic multi-model collabora- tion on knowledge graphs
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FlexStructRAG: Flexible Structure-Aware Multi-Granular Relational Retrieval for RAG
FlexStructRAG jointly constructs knowledge graphs, hypergraphs, and semantic clusters with dynamic partitioning to enable query-adaptive multi-granular retrieval that improves semantic scores over standard RAG baselines on UltraDomain.