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:
Jan. 24, 2023

Filed:

Mar. 29, 2021
Applicants:

Yixuan Tong, Beijing, CN;

Yongwei Zhang, Beijing, CN;

Bin Dong, Beijing, CN;

Shanshan Jiang, Beijing, CN;

Jiashi Zhang, Beijing, CN;

Inventors:

Yixuan Tong, Beijing, CN;

Yongwei Zhang, Beijing, CN;

Bin Dong, Beijing, CN;

Shanshan Jiang, Beijing, CN;

Jiashi Zhang, Beijing, CN;

Assignee:

Ricoh Company, Ltd., Tokyo, JP;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/166 (2020.01); G06K 9/62 (2022.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06F 40/166 (2020.01); G06K 9/6215 (2013.01); G06K 9/6261 (2013.01); G06K 9/6289 (2013.01); G06N 3/08 (2013.01);
Abstract

A method and an apparatus for fusing position information, and a non-transitory computer-readable recording medium are provided. In the method, words of an input sentence are segmented to obtain a first sequence of words in the input sentence, and absolute position information of the words in the first sequence is generated. Then, subwords of the words in the first sequence are segmented to obtain a second sequence including subwords, and position information of the subwords in the second sequence are generated, based on the absolute position information of the words in the first sequence, to which the respective subwords belong. Then, the position information of the subwords in the second sequence are fused into a self-attention model to perform model training or model prediction.


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