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#rag

RAG

Retrieval-augmented generation methods for financial AI applications

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StructRAG (ICLR 2025): Picking the Right Document Structure Beats GraphRAG by 28 Points
·mike

StructRAG (ICLR 2025): Picking the Right Document Structure Beats GraphRAG by 28 Points

StructRAG (ICLR 2025) routes each query to a task-appropriate structure type — table, graph, catalogue, algorithm, or chunk — before reasoning, scoring 28 points higher than GraphRAG on the Loong benchmark while running 22× faster, with the DPO-trained router alone accounting for a 15-point accuracy gain.

ai
llm
machine-learning