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1.25
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1.75
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VoxEL: A Benchmark Dataset for Multilingual Entity Linking
Published on Nov 22, 20182443 Views
The Entity Linking (EL) task identifies entity mentions in a text corpus and associates them with corresponding entities in a given knowledge base. While traditional EL approaches have largely focused
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Chapter list
VoxEL: A Benchmark Dataset for Multilingual Entity Linking †00:00
Example00:09
Example - Entity Recognition00:20
Example - Entity Disambiguation00:28
Applications00:54
Name Variations in Entity Linking01:07
Name Variations in Entity Linking01:29
Multilingual Entity Linking - English01:44
Multilingual Entity Linking - Italian02:05
Multilingual Entity Linking - Spanish02:10
Datasets - 102:12
Datasets - 202:38
Goals03:28
Curated source: VoxEurop03:42
Example - Any other entity? - 104:10
Example - Any other entity? - 204:18
Example - Any other entity? - 304:24
Example - Any other entity? - 404:26
Example annotations produced by four EL systems - 104:33
Example annotations produced by four EL systems - 204:40
Example annotations produced by four EL systems - 304:49
Example annotations produced by four EL systems - 404:59
Example annotations produced by four EL systems - 505:12
Example annotations produced by four EL systems - 605:22
• What should Entity Linking link?05:34
Datasets - 105:45
Datasets - 205:56
Goals - 106:00
Goals - 206:04
Strict verison: class-based definition - 106:10
Strict verison: class-based definition - 206:23
Strict verison: class-based definition - 306:36
Relaxed version: Knowledge Base definition06:47
Creation of VoxEL dataset06:59
Summary - 107:49
Summary - 208:00
Summary - 308:06
Experiments - 108:17
Experiments - 208:34
Experiments - 308:44
Experiments - 408:55
Experiments - 508:58
Experiments - 609:13
Experiments - 709:16
Experiments - 809:21
Experiments - 909:22
Experiments - 1009:31
Experiments - 1110:06
Experiments - 1210:08
Experiments - 1310:09
Experiments - 1410:12
Conclusion10:50
Poster P20: Machine Translation vs. Multilingual Approaches for Entity Linking11:03
VoxEL: A Benchmark Dataset for Multilingual Entity Linking †11:13