CORE embeds relations as cyclic orthotopes on a torus with adaptive width regularization to enable boundary-less optimization and capture complex logical patterns in knowledge graphs.
KICGPT: Large language model with knowledge in context for knowledge graph completion
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CORE: Cyclic Orthotope Relation Embedding for Knowledge Graph Completion
CORE embeds relations as cyclic orthotopes on a torus with adaptive width regularization to enable boundary-less optimization and capture complex logical patterns in knowledge graphs.