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US Patent 10936810 Token embedding based on target-context pairs

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Patent
Patent
1

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
1
Patent Number
109368101
Patent Inventor Names
Bo Zhang1
Alexander Sobran1
Date of Patent
March 2, 2021
1
Patent Application Number
162093661
Date Filed
December 4, 2018
1
Patent Citations Received
‌
US Patent 11250212 System and method for interpreting contextual meaning of data
Patent Primary Examiner
‌
Satish Rampuria
1
Patent abstract

Token embedding based on target-context pairs includes obtaining a structural representation of data, the structural representation including nodes and indicating relationships between the nodes, obtaining a context template that identifies relationship(s) to use in identifying a respective context for different nodes of the structural representation, applying the context template to the structural representation to obtain a set of target-context pairs, each of which includes a respective target node of the structural representation and a respective set of context node(s), of the structural representation, for that target node, as identified based on the context template, and using the target-context pairs in a model and obtaining, as output of the model, representations of target nodes of the target-context pairs as vectors in a vector space.

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