- 专利标题: Recurrent binary embedding for information retrieval
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申请号: US16017817申请日: 2018-06-25
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公开(公告)号: US11023473B2公开(公告)日: 2021-06-01
- 发明人: Ying Shan , Jian Jiao , Jie Zhu , Jianchang Mao
- 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: Rainier Patents, P.S.
- 主分类号: G06F16/2457
- IPC分类号: G06F16/2457 ; G06F7/16 ; G06N3/04 ; G06N3/063 ; G06N3/08 ; G06F16/2455
摘要:
A computational search method for retrieving computer information related to a query includes transforming a plurality of candidate answers to candidate answer recurrent binary embedding (RBE) embeddings using a trained RBE model. A query is transformed to a query RBE embedding using the trained RBE model. The query RBE embedding is compared to each candidate answer RBE embedding of a plurality of candidate answer RBE embeddings using a similarity function. The candidate answers are sorted based on the comparisons made using the similarity function, and returning a plurality of the top candidate answers.
公开/授权文献
- US20190251184A1 RECURRENT BINARY EMBEDDING FOR INFORMATION RETRIEVAL 公开/授权日:2019-08-15
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