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Dealing with Multi-linguality for Better Knowledge
Published on Oct 22, 20151330 Views
As text understanding pipelines mature through the advent of richer and deeper semantic representations, one of the largest unaddressed questions remains how to cope with the shifting dynamics of lang
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Chapter list
Information arbitrage00:00
Example: Dual Listed Companies06:34
Example: Stale News Content - 110:16
Example: Stale News Content - 218:42
Example: The market price of Tenaris after the English announcement of PeMex20:57
In Theory: Information Propagation21:30
In Theory: Information Propagation22:13
Why is this important?23:29
A Toy Model: Communication - 125:10
A Toy Model: Communication - 227:24
A Toy Model: Communication - 327:59
A Toy Model: Communication - 431:38
A Toy Model: Communication - 534:21
A Toy Model: Communication - 636:12
Is this information new?36:19
Natural Language: Is it new? - 136:38
Natural Language: Is it new? - 239:20
Natural Language: Is it new? - 340:12
Natural Language: Is it new? - 441:02
Natural Language: Is it new? - 541:54
Natural Language: Is it new? - 644:40
Natural Language: Is it new? - 745:41
Cross-lingual: Example - 145:56
Cross-lingual: Example - 248:37
How Often? All of the time48:44
Multiple signals. Common representations48:49
Natural Language. Multi-lingual processing.48:58
Cross-Lingual: Transition50:39
Cross-lingual: Is it new?51:58
Learning Novelty: What counts as new information?53:57
New and Important: Definition56:05
New and Important: Measurement56:07
Who said it?56:09
Information: Is it trustworthy?56:25
Information: How authoritative? - 159:46
Information: How authoritative? - 201:00:31
In summary - 101:01:35
In summary - 201:01:47
In summary - 301:03:04
In summary - 401:03:38
In summary - 501:04:45