ReliK: A Reliability Measure for Knowledge Graph Embeddings
ReliK: A Reliability Measure for Knowledge Graph Embeddings
Can we assess a priori how well a knowledge graph embedding will perform on a specific downstream task and in a specific part of the knowledge graph? Knowledge graph embeddings (KGEs) represent entities (e.g., ''da Vinci,'' ''Mona Lisa'') and relationships (e.g., ''painted'') of a knowledge graph (KG) as vectors. KGEs …