ELECTRONIC DEVICE AND CONTROL METHOD THEREFOR

Title:

ELECTRONIC DEVICE AND CONTROL METHOD THEREFOR

Document Type and Number:

WIPO Patent Application WO/2022/158718

Kind Code:

A1

Abstract:

Disclosed is an electronic device. The electronic device according to the present disclosure comprises a memory for storing at least one instruction, and a processor, wherein the processor obtains training data including information on a first input sentence and information on a first output sentence, for training a first neural network model trained to correct a grammatical error included in an input sentence, obtains a variation value corresponding to the information on the first input sentence on the basis of the training data, obtains information on a second input sentence on the basis of the information on the first input sentence and the variation value, and trains the first neural network model on the basis of the information on the second input sentence and the information on the first output sentence.

Inventors:

KWON SOONCHOUL (KR)
LEE GEUNBAE (KR)
LEE HAEJUN (KR)
RYU WONHO (KR)

Application Number:

PCT/KR2021/018950

Publication Date:

July 28, 2022

Filing Date:

December 14, 2021

Export Citation:

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Assignee:

SAMSUNG ELECTRONICS CO LTD (KR)
POSTECH ACAD IND FOUND (KR)

International Classes:

G06N3/08; G06F40/253; G06N3/04

Foreign References:

CN111178527A	2020-05-19
KR20200031154A	2020-03-23
KR20200108609A	2020-09-21
KR102109860B1	2020-05-12

Other References:

FENG JI, CAI QI-ZHI, ZHOU ZHI-HUA: "Learning to Confuse: Generating Training Time Adversarial Data with Auto-Encoder", 33RD CONFERENCE ON NEURAL INFORMATION PROCESSING SYSTEMS (NEURIPS 2019), 1 December 2019 (2019-12-01), pages 1 - 11, XP055952252

Attorney, Agent or Firm:

KIM, Tae-hun et al. (KR)

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