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SEA: 一个可扩展的实体对齐系统【英文版】.pdf |
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英文标题:SEA: A Scalable Entity Alignment System中文摘要:SEA 是一种可伸缩的实体对齐系统,借助于图神经网络作为编码器,在实际应用中进行大规模的实体对齐,其包含六个最新的实体对齐模型,能够加速归一化和评估过程。英文摘要:Entity alignment (EA) aims to find equivalent entities in different knowledgegraphs (KGs). State-of-the-art EA approaches generally use Graph NeuralNetworks (GNNs) to encode entities. However, most of them train the models andevaluate the results in a fullbatch fashion, which prohibits EA from beingscalable on largescale datasets. To enhance the usability of GNN-base
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