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.:
Date of Patent:
Jan. 28, 2025
Filed:
May. 20, 2022
Oracle International Corporation, Redwood Shores, CA (US);
Thanh Tien Vu, Herston, AU;
Tuyen Quang Pham, Springvale, AU;
Mark Edward Johnson, Sydney, AU;
Thanh Long Duong, Seabrook, AU;
Ying Xu, Melbourne, AU;
Poorya Zaremoodi, Melbourne, AU;
Omid Mohamad Nezami, Sydney, AU;
Budhaditya Saha, Sydney, AU;
Cong Duy Vu Hoang, Wantirna South, AU;
Oracle International Corporation, Redwood Shores, CA (US);
Abstract
In some aspects, a computing device may receive, at a data processing system, a set of utterances for training or inferencing with a named entity recognizer to assign a label to each token piece from the set of utterances. The computing device may determine a length of each utterance in the set and when the length of the utterance exceeds a pre-determined threshold of token pieces: dividing the utterance into a plurality of overlapping chunks of token pieces; assigning a label together with a confidence score for each token piece in a chunk; determining a final label and an associated confidence score for each chunk of token pieces by merging two confidence scores; determining a final annotated label for the utterance based at least on the merging the two confidence scores; and storing the final annotated label in a memory.