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Event-Enhanced Learning for Knowledge Graph Completion
Published on Jul 10, 2018654 Views
Statistical learning of relations between entities is a popular approach to address the problem of missing data in Knowledge Graphs. In this work we study how this learning can be enhanced with backgr
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Chapter list
Event-enhanced Learning for Knowledge Graph Completion00:00
Outline - 100:37
Industrial Knowledge Graphs - 100:52
Industrial Knowledge Graphs - 201:44
Outline - 202:18
Missing Information in Engineering - 102:20
Missing Information in Engineering - 202:21
Outline - 303:56
Statistical Relational Learning - 104:09
Statistical Relational Learning - 205:45
Statistical Relational Learning - 306:15
Statistical Relational Learning - 406:26
Statistical Relational Learning - 506:48
Statistical Relational Learning - 607:21
Outline - 408:02
Event Representation08:03
Outline - 509:43
Our Approach (1)09:46
Our Approach (2)11:48
Our Approach – Event Context - 113:25
Our Approach – Event Context - 214:53
Results - 115:08
Results - 217:13
Outline - 618:29
Conclusion18:31