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HKVM-RAG: Key-Value-Separated Hypergraph Evidence Organization for Multi-Hop RAG

arXiv:2606.07218v1 Announce Type: new Abstract: Multi-hop RAG poses a data-engineering problem beyond passage matching: under fixed retrieval budgets, a system must organize retrieved text into evidence units that expose answer chains. Dense retrievers score passages independently, while graph-based memories make associations explicit but often rely on pairwise or entity-centered keys that fragment multi-hop evidence. We present HKVM-RAG, a key-value-separated evidence-organization layer.

arXiv CS 2d ago

Iberian DNA remained largely unchanged for six centuries before Roman influence, study finds

Iberian DNA remained largely unchanged for six centuries before Roman influence, study finds Lisa Lock Scientific Editor Robert Egan Associate Editor A study led by a UAB research team of Biological Anthropology has analyzed the genome of 54 newborns with the aim of tracking the genetic history of their culture since it developed in the Early Iron Age until the start of the Roman period, some 2,700 to 2,100 years ago. Despite being in contact with other Mediterranean cultures, the genetic...

Phys.org 1d ago