GeAR augments any standard retriever with entity-linked graph expansion and a memory-based agent loop, setting new state-of-the-art retrieval scores on MuSiQue, HotpotQA, and 2WikiMultihopQA.
P1Bremen Cathedral,P2Münster Cathedral,P3Basilica of the Sacred Heart P4Saint Justin’s Church, Frankfurt-Höchst,P5Alatri Cathedral
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GeAR: Graph-enhanced Agent for Retrieval-augmented Generation
GeAR augments any standard retriever with entity-linked graph expansion and a memory-based agent loop, setting new state-of-the-art retrieval scores on MuSiQue, HotpotQA, and 2WikiMultihopQA.