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:
Mar. 03, 2026

Filed:

Dec. 22, 2022
Applicant:

Oracle International Corporation, Redwood Shores, CA (US);

Inventors:

Tuyen Quang Pham, Melbourne, AU;

Cong Duy Vu Hoang, Melbourne, AU;

Mark Edward Johnson, Sydney, AU;

Thanh Long Duong, Melbourne, AU;

Assignee:

Oracle International Corporation, Redwood Shores, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/295 (2020.01); G06F 40/205 (2020.01); G06F 40/284 (2020.01);
U.S. Cl.
CPC ...
G06F 40/295 (2020.01); G06F 40/205 (2020.01); G06F 40/284 (2020.01);
Abstract

Techniques are provided for named entity recognition using a gazetteer incorporated with a neural network. An utterance is received from a user. The utterance is input into a neural network comprising model parameters learned for named entity recognition. The neural network generates a first representation of one or more named entities based on the utterance. A gazetteer is searched based on the input utterance to generate a second representation of one or more named entities identified in the utterance. The first named entity representation is combined with the second named entity representation to generate a combined named entity representation. The combined named entity representation is output for facilitating a response to the user.


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