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Synthesizing Knowledge Graphs for Link and Type Prediction Benchmarking
Published on 2017-07-10965 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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Presentation
Synthesizing knowledge graphs for link and type prediction benchmarking00:00
Outline00:19
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
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