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About this paper
Ming Xu
BreadBowl-Embed asks whether one stored representation can retrieve documents and refine ranking. It encodes queries and documents into routing and value slots. Routing vectors retrieve candidates and guide query-dependent readouts of cached document values, whose score supplements the routing score. On 15 BEIR tasks, value scoring raises macro nDCG@10 from 48.47 to 51.54 on the same 100 candidates, improving final ranking on 10 tasks while five decline.
Summary by alphaXiv.
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