Entity interference from new knowledge graph entities causes up to 25% overestimation of CKGE method performance by disrupting prior predictions, requiring a corrected evaluation protocol.
Ett-ckge:Efficienttask-driventokens for continual knowledge graph embedding, in: Joint European Conference on Machine Learning and Knowledge Discovery in Databases, Springer
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Revisiting Catastrophic Forgetting in Continual Knowledge Graph Embedding
Entity interference from new knowledge graph entities causes up to 25% overestimation of CKGE method performance by disrupting prior predictions, requiring a corrected evaluation protocol.