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contrastive learning 1knowledge graph retrieval 1LLM prompting 1multi-hop retrieval 1query-triplet alignment 1

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20242026
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cs.IR2026

KAMR: Grounding Generation via Knowledge-Aligned Multi-hop Retrieval

Xiaochen Wang, Yuan Zhong, Haoyu Wang +2

The paper presents KAMR, a knowledge‑aligned multi‑hop retriever that first identifies anchor graph triplets strongly tied to a query and then locally expands to connected evidence…