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Feb, 2023
学习双层知识图谱表示用于超越链接预测的推理
Learning Representations of Bi-Level Knowledge Graphs for Reasoning beyond Link Prediction
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Chanyoung Chung, Joyce Jiyoung Whang
TL;DR
本文提出了一种基于三元组关系的知识图谱嵌入方法BiVE,通过增加高层关系和数据增广,实现了三元组预测和有条件链接预测任务的精确性的提高,并在实际应用的双层知识图谱中取得了最佳表现。
Abstract
knowledge graphs
represent known facts using
triplets
. While existing knowledge graph embedding methods only consider the connections between entities, we propose considering the relationships between
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