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A Dataset for Web-scale Knowledge Base Population
Published on 2018-07-10617 Views
For many domains, structured knowledge is in short supply, while unstructured text is plentiful. Knowledge Base Population (KBP) is the task of building or extending a knowledge base from text, and sy
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Presentation
A Dataset for Web-scale Knowledge Base Population00:00
Outline00:38
Knowledge Base Population01:04
Motivation01:49
KBP Components - 104:14
KBP Components - 205:14
Entity Detection and Linking05:54
Context Set Construction06:27
Example Context07:41
Relation Prediction08:16
Reasoning09:10
Existing KBP Benchmarks10:08
CC-DBP Dataset Processing Diagram12:19
Preprocessing - 112:58
Preprocessing - 213:37
Baseline Components14:58
Modular Architecture16:14
Basic Dataset Statistics17:27
Dataset Statistics - 117:55
Dataset Statistics - 218:34
Multi-instance Relation Prediction - 119:29
Multi-instance Relation Prediction - 220:19
Summary20:54