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US Patent 10474962 Semantic entity relation detection classifier training

Patent 10474962 was granted and assigned to Microsoft on November, 2019 by the United States Patent and Trademark Office.

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Patent
Patent
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Patent attributes

Patent Applicant
Microsoft
Microsoft
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Current Assignee
Microsoft
Microsoft
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
104749620
Patent Inventor Names
Panupong Pasupat0
Dilek Hakkani-Tur0
Date of Patent
November 12, 2019
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Patent Application Number
148463430
Date Filed
September 4, 2015
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Patent Citations Received
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US Patent 12086552 Generating semantic vector representation of natural language data
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US Patent 11709858 Mapping of unlabeled data onto a target schema via semantic type detection
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US Patent 11475876 Semantic recognition method and semantic recognition device
Patent Primary Examiner
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Wilbert L. Starks, Jr.
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Patent abstract

Semantic entity relation detection classifier training implementations are presented that are generally used to train a semantic entity relation detection classifier to identify relations expressed in a natural language query. In one general implementation, queries are found in a search query click log that exhibit relations and entity types found in a semantic knowledge graph. Explicit relations are inferred from the found queries and an explicit relations data set is generated that includes queries associated with the inferred explicit relations. In addition, implicit relations are inferred from the found queries and an implicit relations data set is generated that includes queries associated with the inferred implicit relations. A semantic entity relation detection classifier is then trained using the explicit and implicit data sets.

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