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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Ting Wang

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Jul 2026

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

A knowledge-aligned multi-hop retriever, KAMR, which distinguishes anchor triplets that are strongly constrained by the query from connected triplets that are weakly aligned yet structurally linked to the anchors, which consistently improves multi-hop retrieval and downstream question answering performance.

Xiaochen Wang, Yuan Zhong, Haoyu Wang et al. · 0 citations

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