DC Field | Value | Language |
---|---|---|
dc.contributor.author | Hwang, Sung Ju | ko |
dc.contributor.author | Lee, Dong Bok | ko |
dc.contributor.author | Lee, Seanie | ko |
dc.contributor.author | Kim, Dong Hwan | ko |
dc.contributor.author | Jeong, Woo Tae | ko |
dc.contributor.author | Kim, Han Su | ko |
dc.contributor.author | Kwon, You Kyung | ko |
dc.contributor.author | Kim, Hyun Ok | ko |
dc.date.accessioned | 2024-05-14T03:00:44Z | - |
dc.date.available | 2024-05-14T03:00:44Z | - |
dc.identifier.uri | http://hdl.handle.net/10203/319335 | - |
dc.description.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. | - |
dc.title | Architecture for generating QA pairs from contexts | - |
dc.title.alternative | 문맥 기반 질의응답 생성 아키텍처 | - |
dc.type | Patent | - |
dc.type.rims | PAT | - |
dc.contributor.localauthor | Hwang, Sung Ju | - |
dc.contributor.nonIdAuthor | Kim, Dong Hwan | - |
dc.contributor.nonIdAuthor | Jeong, Woo Tae | - |
dc.contributor.nonIdAuthor | Kim, Han Su | - |
dc.contributor.nonIdAuthor | Kwon, You Kyung | - |
dc.contributor.nonIdAuthor | Kim, Hyun Ok | - |
dc.contributor.assignee | KAIST, 42Maru Inc. | - |
dc.identifier.iprsType | 특허 | - |
dc.identifier.patentApplicationNumber | 17096767 | - |
dc.identifier.patentRegistrationNumber | 11886233 | - |
dc.date.application | 2020-11-12 | - |
dc.date.registration | 2024-01-30 | - |
dc.publisher.country | US | - |
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