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.:

US 11062092 B1

PDF
Full Text
Expired
Date of Patent:
Jul. 13, 2021

Filed:

May. 15, 2019
Applicant:

Dst Technologies, Inc., Kansas City, MO (US);

Inventor:

Hui Peng Hu, Berkeley, CA (US);

Assignee:

DST TECHNOLOGIES, INC., Kansas City, MO (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/30 (2020.01); G06N 3/08 (2006.01); G06F 40/263 (2020.01);
U.S. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 40/263 (2020.01); G06N 3/08 (2013.01);
Abstract

A technique making use of a few-shot model to determine whether a query text content belongs to a same language as a small set of examples, or alternatively provide a next member in the same language to the small set of examples. The related few-shot model makes use of convolutional models that are trained in a 'learning-to-learn' fashion such that the models know how to evaluate few-shots that belong to the same language. The term 'language' in this usage is broader than spoken languages (e.g., English, Spanish, German, etc.). “Language” refers to a category, or data domain, of expression through characters. Belonging to a given language is not specifically based on what the language is, but the customs or traits expressed in that language.


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