Invention Grant
- Patent Title: Text classification and transformation based on author
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Application No.: US15229743Application Date: 2016-08-05
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Publication No.: US10083157B2Publication Date: 2018-09-25
- Inventor: Brian Patrick Strope , Matthew Steedman Henderson
- Applicant: GOOGLE LLC
- Applicant Address: US CA Mountain View
- Assignee: Google LLC
- Current Assignee: Google LLC
- Current Assignee Address: US CA Mountain View
- Agency: Fish & Richardson P.C.
- Main IPC: G06F17/21
- IPC: G06F17/21 ; G06F17/22 ; G06F17/27 ; G06F17/30 ; G06F17/24 ; G06F17/28 ; G06N3/08 ; G06N3/04

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.
Public/Granted literature
- US20170039174A1 TEXT CLASSIFICATION AND TRANSFORMATION BASED ON AUTHOR Public/Granted day:2017-02-09
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