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Structural Bias in Knowledge Graphs for the Entity Alignment Task
Published on Jun 13, 20237 Views
Chapter list
Structural Bias in Knowledge Graphs for the Entity Alignment Task00:00
Entity Alignment (EA)00:09
EA using Knowledge Graph Embeddings (KGE)00:34
Structural Bias in KGE EA Methods - Example01:06
Related Work - Structural Bias in KGE02:03
Structural Diversity Definition02:41
Assessing Structural Bias in KGE EA Methods Through Sampling03:18
SUSIE03:46
SUSIE - Methodology - 104:38
SUSIE - Methodology - 205:30
SUSIE - Methodology - 306:19
Experimental Setup - Datasets06:41
Statistics07:34
Robustness of KGE EA Methods to Structural Diversity08:42
Conclusions and Future Work09:57
Thank you !11:05