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:
Jan. 02, 2018

Filed:

May. 05, 2016
Applicant:

Conduent Business Services, Llc, Dallas, TX (US);

Inventors:

Chunyang Xiao, Grenoble, FR;

Marc Dymetman, Grenoble, FR;

Claire Gardent, Paris, FR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/27 (2006.01); G10L 15/16 (2006.01); G10L 19/00 (2013.01); G10L 15/197 (2013.01); G06F 17/30 (2006.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06F 17/2785 (2013.01); G06F 17/2705 (2013.01); G06F 17/276 (2013.01); G06F 17/2775 (2013.01); G06F 17/30637 (2013.01); G06N 3/08 (2013.01); G10L 15/16 (2013.01); G10L 15/197 (2013.01); G10L 19/0018 (2013.01);
Abstract

A method for predicting a canonical form for an input text sequence includes predicting the canonical form with a neural network model. The model includes an encoder, which generates a first representation of the input text sequence based on a representation of n-grams in the text sequence and a second representation of the input text sequence generated by a first neural network. The model also includes a decoder which sequentially predicts terms of the canonical form based on the first and second representations and a predicted prefix of the canonical form. The canonical form can be used, for example, to query a knowledge base or to generate a next utterance in a discourse.


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