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.

Date of Patent:
Nov. 28, 2017

Filed:

Jul. 13, 2016
Applicants:

Xerox Corporation, Norwalk, CT (US);

Centre National DE LA Recherche Scientifique, Paris, FR;

Inventors:

Chunyang Xiao, Grenoble, FR;

Marc Dymetman, Grenoble, FR;

Claire Gardent, Paris, FR;

Assignees:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/27 (2006.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06F 17/2785 (2013.01); G06F 17/276 (2013.01); G06F 17/2775 (2013.01); G06N 3/08 (2013.01);
Abstract

A system and method are provided which employ a neural network model which has been trained to predict a sequentialized form for an input text sequence. The sequentialized form includes a sequence of symbols. The neural network model includes an encoder which generates a representation of the input text sequence based on a representation of n-grams in the text sequence and a decoder which sequentially predicts a next symbol of the sequentialized form based on the representation and a predicted prefix of the sequentialized form. Given an input text sequence, a sequentialized form is predicted with the trained neural network model. The sequentialized form is converted to a structured form and information based on the structured form is output.


Find Patent Forward Citations

Loading…