- 专利标题: Generating electronic summary documents for landing pages
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申请号: US16414337申请日: 2019-05-16
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公开(公告)号: US11449536B2公开(公告)日: 2022-09-20
- 发明人: Keng-hao Chang , Ruofei Zhang , John Weston Hughes
- 申请人: Microsoft Technology Licensing, LLC
- 申请人地址: US WA Redmond
- 专利权人: Microsoft Technology Licensing, LLC
- 当前专利权人: Microsoft Technology Licensing, LLC
- 当前专利权人地址: US WA Redmond
- 代理机构: Calfee, Halter & Griswold LLP
- 主分类号: G06F16/34
- IPC分类号: G06F16/34 ; G06F16/33 ; G06N3/08
摘要:
Described herein are technologies related to constructing supplemental content items that summarize electronic landing pages. A sequence to sequence model that is configured to construct supplemental content items is trained based upon a corpus of electronic landing pages and supplemental content items that have been constructed by domain experts, wherein each landing page has a respective supplemental content item assigned thereto. The sequence to sequence model is additionally trained using self critical sequence training, where estimated click through rates of supplemental content items generated by the sequence to sequence model are employed to train the sequence to sequence model.
公开/授权文献
- US2237917A Application of sections of material to running webs 公开/授权日:1941-04-08
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