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Synthesizing Knowledge Graphs for Link and Type Prediction Benchmarking
Published on Jul 10, 2017951 Views
Despite the growing amount of research in link and type prediction in knowledge graphs, systematic benchmark datasets are still scarce. In this paper, we propose a synthesis model for the generation o
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Chapter list
Synthesizing knowledge graphs for link and type prediction benchmarking00:00
Outline00:19
Synthesizing Knowledge Graphs00:47
Motivation02:06
Related Work02:36
Synthesizing Knowledge Graphs04:12
Knowledge Graph Model05:25
Knowledge Graph Model - 106:31
Knowledge Graph Model - 207:32
Knowledge Graph Model - 309:03
Knowledge Graph Model - 409:56
Knowledge Graph Model - 510:57
Experiments12:30
Experiments - 113:50
Experiments - 214:54
Experiments - 315:30
Summary of Results16:30
Nemenyi Test17:45
Experiments18:35
Conclusion19:10
Future Work19:47
Thank you very much indeed20:24