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News/Reification as a Transferable Vocabulary: Zero-Shot Link Prediction with Vanilla GNNs
arxiv
PublishedSeptember 12, 2026 at 4:00 AM
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Reification as a Transferable Vocabulary: Zero-Shot Link Prediction with Vanilla GNNs

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arXiv:2609.11347v1 Announce Type: cross Abstract: Knowledge graph foundation models such as ULTRA achieve zero-shot link prediction on unseen graphs through dedicated architectures that hard-code a transfer mechanism. In this work we move that mechanism out of the architecture and into the represent

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