公开(公告)号：US10592519B2

公开(公告)日：2020-03-17

申请号：US15084366

申请日：2016-03-29

Applicant: Microsoft Technology Licensing, LLC

Inventor： Xiaodong He ,  Li Deng ,  Jianfeng Gao ,  Wen-tau Yih ,  Moontae Lee ,  Paul Smolensky

IPC: G06F16/2458 ,  G06F16/2453

Abstract: A processing unit can determine multiple representations associated with a statement, e.g., subject or predicate representations. In some examples, the representations can lack representation of semantics of the statement. The computing device can determine a computational model of the statement based at least in part on the representations. The computing device can receive a query, e.g., via a communications interface. The computing device can determine at least one query representation, e.g., a subject, predicate, or entity representation. The computing device can then operate the model using the query representation to provide a model output. The model output can represent a relationship between the query representations and information in the model. The computing device can, e.g., transmit an indication of the model output via the communications interface. The computing device can determine mathematical relationships between subject representations and attribute representations for multiple statements, and determine the model using the relationships.

公开(公告)号：US20170286494A1

公开(公告)日：2017-10-05

申请号：US15084366

申请日：2016-03-29

Applicant: Microsoft Technology Licensing, LLC

Inventor： Xiaodong He ,  Li Deng ,  Jianfeng Gao ,  Wen-tau Yih ,  Moontae Lee ,  Paul Smolensky

IPC: G06F17/30

Abstract: A processing unit can determine multiple representations associated with a statement, e.g., subject or predicate representations. In some examples, the representations can lack representation of semantics of the statement. The computing device can determine a computational model of the statement based at least in part on the representations. The computing device can receive a query, e.g., via a communications interface. The computing device can determine at least one query representation, e.g., a subject, predicate, or entity representation. The computing device can then operate the model using the query representation to provide a model output. The model output can represent a relationship between the query representations and information in the model. The computing device can, e.g., transmit an indication of the model output via the communications interface. The computing device can determine mathematical relationships between subject representations and attribute representations for multiple statements, and determine the model using the relationships.