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:
Jun. 22, 2021

Filed:

Dec. 12, 2017
Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Chengwei Su, Belmont, MA (US);

Sankaranarayanan Ananthakrishnan, Belmont, MA (US);

Spyridon Matsoukas, Hopkinton, MA (US);

Rahul Gupta, Cambridge, MA (US);

Kelly James Vanee, Shoreline, WA (US);

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G10L 15/22 (2006.01); G10L 15/18 (2013.01); G10L 15/06 (2013.01); G10L 15/16 (2006.01); G10L 15/183 (2013.01); G06N 3/02 (2006.01); G06N 20/00 (2019.01); G06F 16/31 (2019.01); G06F 40/295 (2020.01);
U.S. Cl.
CPC ...
G10L 15/063 (2013.01); G06F 16/313 (2019.01); G06F 40/295 (2020.01); G06N 3/02 (2013.01); G06N 20/00 (2019.01); G10L 15/16 (2013.01); G10L 15/183 (2013.01); G10L 15/1815 (2013.01); G10L 15/22 (2013.01);
Abstract

A natural language processing system that can determine an overall score for a natural language hypothesis using hypothesis-specific component scores from different aspects of NLU processing. The individual component scores may be weighted by weights trained to optimize the overall scores relative to each other. Each domain of the system may be configured with a separate component that determines the overall score with respect to the domain. Natural language hypotheses can be ranked using the overall score either within a specific domain or on a cross-domain basis.


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