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A Dataset for Web-scale Knowledge Base Population
Published on Jul 10, 2018613 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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Chapter list
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