The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jan. 21, 2020
Filed:
Apr. 27, 2016
Google Inc., Mountain View, CA (US);
Jie Yang, Sunnyvale, CA (US);
Amr Ahmed, Mountain View, CA (US);
Luis Garcia Pueyo, San Jose, CA (US);
Mike Bendersky, Sunnyvale, CA (US);
Amitabh Saikia, Mountain View, CA (US);
Marc-Allen Cartright, Stanford, CA (US);
Marc Alexander Najork, Palo Alto, CA (US);
MyLinh Yang, Saratoga, CA (US);
Hui Tan, Palo Alto, CA (US);
Weinan Zhang, London, GB;
Vanja Josifovski, Los Gatos, CA (US);
Alexander J. Smola, Pittsburgh, PA (US);
GOOGLE LLC, Mountain View, CA (US);
Abstract
Methods, apparatus, and computer-readable media are provided for analyzing a cluster of communications, such as B2C emails, to generate a template for the cluster that defines transient segments and fixed segments of the cluster of communications. More particularly, methods, apparatus, and computer-readable media are provided for generating and/or applying a trained structured machine learning model for a generated template that can be used to determine, for one or more transient segments of subsequent communications, a corresponding probability that a given semantic label is the correct semantic label for extracted content of the transient segment(s).