PaperAgent
Mar 19, 2026 · Artificial Intelligence
How MDER‑DR Boosts Multi‑Hop KG QA with Entity‑Centric Summaries
The article presents the MDER‑DR two‑stage framework that tackles semantic loss in knowledge‑graph triple indexing by generating context‑aware entity summaries and using an LLM‑driven decompose‑parse retrieval loop, achieving up to 66% performance gains on multi‑hop question answering benchmarks.
Entity SummarizationKG QAKnowledge Graph
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