KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge

Neural Information Processing Systems 

While current KGE methods have shown success, many are limited to the graph structure alone, neglecting the wealth of open-world knowledge surrounding entities not explicitly depicted in the KG, which is manually created in most cases.

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