Leveraging Max-Pooling Aggregation and Enhanced Entity Embeddings for Few-Shot Knowledge Graph Completion
Few-shot knowledge graph (KG) completion is challenged by the dynamic and long-tail nature of real-world KGs, where only a handful of relation-specific triples are available for each new relation. Existing methods often over-rely on neighbor information and use sequential LSTM aggregators that impos...
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| Główni autorzy: | , |
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| Format: | Artigo |
| Język: | Inglês |
| Wydane: |
MDPI AG
2025-11-01
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| Seria: | Mathematics |
| Hasła przedmiotowe: | |
| Dostęp online: | https://www.mdpi.com/2227-7390/13/21/3486 |
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