Method Drift›Retrieval-augmented generation

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HGMem

Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling

Retrieval-augmented generation · first seen Dec 30, 2025

current frontier — recent, not yet superseded in the knowledge base

0 papers critique it · 0 beat it on benchmarks

Newer alternatives

Recent methods in the same sub-problem, not yet superseded in the knowledge base.

ArbGraph ArbGraph: Conflict-Aware Evidence Arbitration for Reliable Long-Form Retrieval-Augmented Generation
Apr 20, 2026
HGMem Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling
Dec 30, 2025