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:
Dec. 23, 2025

Filed:

Nov. 11, 2022
Applicants:

Samsung Sds Co., Ltd., Seoul, KR;

Seoul National University R&db Foundation, Seoul, KR;

Inventors:

Hoyoung Kang, Seoul, KR;

Kyoungwon Park, Seoul, KR;

Seongho Joe, Seoul, KR;

Youngjune Gwon, Seoul, KR;

Gunhee Kim, Seoul, KR;

Sangho Lee, Seoul, KR;

Jaewoo Ahn, Seoul, KR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/27 (2006.01); G06F 40/166 (2020.01); G06F 40/284 (2020.01); G06F 40/35 (2020.01); G06N 3/091 (2023.01);
U.S. Cl.
CPC ...
G06N 3/091 (2023.01); G06F 40/166 (2020.01); G06F 40/284 (2020.01); G06F 40/35 (2020.01);
Abstract

A method for training a language model for multimodal dialog includes generating a first token sequence by tokenizing one or more text messages included in multimodal dialog data, generating a second token sequence by inserting, based on an appearance position of an image included in the multimodal dialog data, one or more image presence tokens and one or more image non-presence tokens into the first token sequence, and replacing one or more tokens among a plurality of tokens generated by the tokenization with a mask token, generating one or more feature vectors for the image, and training an artificial neural network-based language model to predict, based on the second token sequence and the one or more feature vectors, an appearance position of the image in the multimodal dialog data.


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