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:
Oct. 17, 2023

Filed:

Sep. 30, 2019
Applicant:

American Express Travel Related Services Company, Inc., New York, NY (US);

Inventors:

Yue Jiao, New York, NY (US);

Salil Joshi, Bangalore, IN;

Shourya Roy, Bangalore, IN;

Dawn Thomas, New York, NY (US);

Bharath Venkatesh, Bangalore, IN;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 16/242 (2019.01); G06N 20/00 (2019.01); G06F 16/2455 (2019.01);
U.S. Cl.
CPC ...
G06F 16/243 (2019.01); G06F 16/24565 (2019.01); G06N 20/00 (2019.01);
Abstract

Disclosed are various approaches for providing a natural language interface for searching databases. A natural language query is parsed to identify a plurality of tokens. At least one operator is identified with a machine-learning model based at least in part on the plurality of tokens. Next, at least one attribute and at least one respective attribute value are identified with a machine-learning model based at least in part on the plurality of tokens. Then, at least one constraint is identified with a machine-learning model based at least in part on the plurality of tokens. Finally, a machine language query is generated based at least in part on the at least one operator, the constraint(s), the attribute(s), and the respective attribute value(s).


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