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US Patent 10083157 Text classification and transformation based on author

Patent 10083157 was granted and assigned to Google on September, 2018 by the United States Patent and Trademark Office.

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Patent
Patent
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Patent attributes

Patent Applicant
Google
Google
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Current Assignee
Google
Google
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
100831570
Patent Inventor Names
Matthew Steedman Henderson0
Brian Patrick Strope0
Date of Patent
September 25, 2018
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Patent Application Number
152297430
Date Filed
August 5, 2016
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Patent Citations Received
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US Patent 10402495 Abstractive sentence summarization
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US Patent 11256872 Natural language polishing using vector spaces having relative similarity vectors
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US Patent 11250219 Cognitive natural language generation with style model
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US Patent 10643034 Abstractive sentence summarization
Patent Primary Examiner
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Wilson W Tsui
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Patent abstract

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for transforming and classifying text based on analysis of training texts from particular authors. One of the methods includes receiving an input text including one or more words and a requested author; generating a vector stream representing the input text based on an encoder language model and including one or more multi-dimensional vectors associated with associated words of the words of the input text and representing a distribution of contexts in which the associated words occurred in a plurality of training texts; and producing an output text representing a particular transformation of the input text based at least in part on a decoder language model, the generated vector stream, and the requested author.

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