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:
Dec. 03, 2024
Filed:
Dec. 18, 2023
42maru Inc., Seoul, KR;
Korea Advanced Institute of Science and Technology, Daejon, KR;
Dong Hwan Kim, Seoul, KR;
Sung Ju Hwang, Seoul, KR;
Seanie Lee, Gyeonggi-do, KR;
Dong Bok Lee, Seoul, KR;
Woo Tae Jeong, Gyeonggi-do, KR;
Han Su Kim, Gyeonggi-do, KR;
You Kyung Kwon, Seoul, KR;
Hyun Ok Kim, Gyeonggi-do, KR;
42 Maru Inc., Daejeon, KR;
Korea Advanced Institute of Science and Technology, Seoul, KR;
Abstract
The present invention relates to a context-based QA generation architecture, and an object of the present invention is to generate diverse QA pairs from a single context. To achieve the object, the present invention includes a latent variable generating network including at least one encoder and an artificial neural network (Multi-Layer Perceptron: MLP) and configured to train the artificial neural network using a first context, a first question, and a first answer, and generate a second question latent variable and a second answer latent variable by applying the trained artificial neural network to a second context, an answer generating network configured to generate a second answer by decoding the second answer latent variable, and a question generating network configured to generate a second question based on a second context and the second answer.