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Shallow Semantic Parsing of Product Offering Titles (for better auto-hyperlink insertion)
Published on Oct 07, 20142226 Views
With billions of database-generated pages on the Web where consumers can readily add priced product offerings to their virtual shopping cart, several opportunities will become possible once we can aut
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Chapter list
Shallow Semantic Parsing of Product Offering Titles00:00
~1B Offers on the Web00:13
Auto-parsing them will be useful - 100:37
Auto-parsing them will be useful - 201:17
Annotation Framework02:17
Annotation Framework (cont.)02:38
Previous Work – (Ghani & al, 2006)02:43
(Kannan & al, 2011)03:06
(Putthividhya & Hu, 2011) - 103:18
(Putthividhya & Hu, 2011) - 203:33
Annotated Data Characteristics04:30
Performance plateau w.r.t. annotated data - 104:51
Performance plateau w.r.t. annotated data - 205:16
Real-World Application06:40
“Insert” Examples06:52
Additions to our Dictionary - 107:28
Additions to our Dictionary - 207:57
Active Iterative (Re)Training09:00
Demo to the OTP Product Offer Title Parser09:20
Contributions09:28
Future Work09:39
The End10:00