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#artificial intelligence Preprint Oct 2026

Correspondences as Decisions: JevNexus for Decision-Centric Schema Matching

Schema matching increasingly uses generative language models to rerank retrieved column candidates, although the underlying task is a bounded correspondence decision. We present JevNexus, which combines typed pairwise decisions with schema/instance evidence and invokes listwise refinement only when the evidence disagre...

Run-Ze Li, Han-Chen Wang, Ying Zhang et al. · 0 citations

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