@article{ART002794043},
author={Cheong, Yunam and Wang,Guehyun and Sanghoun Song},
title={Detecting the Lexical Variation between South and North Koreans Using the Deep Learning Techniques},
journal={Korean Semantics},
issn={1226-7198},
year={2021},
volume={74},
pages={113-139},
doi={10.19033/sks.2021.12.74.113}
TY - JOUR
AU - Cheong, Yunam
AU - Wang,Guehyun
AU - Sanghoun Song
TI - Detecting the Lexical Variation between South and North Koreans Using the Deep Learning Techniques
JO - Korean Semantics
PY - 2021
VL - 74
IS - null
PB - The Society Of Korean Semantics
SP - 113
EP - 139
SN - 1226-7198
AB - Newspapers ordinarily reflect the meaning of lexical items in two Korean language societies and the changes in vocabulary in the times. This study proposes a methodology that automatically probes for semantic variations in which inter-Korean vocabulary differs from large-scale newspaper data. As a theoretical background, we look at the concepts of the distributional semantics and semantic variations. Next, using deep learning’s word embedding skills, we implement a system to probe semantic variations in an automatic way. This study is significant in the following respects. First, this study systematically concerns the difference in the meaning of inter-Korean vocabulary on a comprehensive scale. Second, this study draws a list of inter-Korean semantic variations by means of the deep learning techniques. Third, this study demonstrates that use of word embedding models facilitate automatic extraction of Korean semantic variations.
KW - Chosun-ilbo;Rodong-shinmun;South-North Korean Language;lexical meaning;distributional semantics;word embedding;deep learning;Word2vec;lexical variation
DO - 10.19033/sks.2021.12.74.113
ER -
Cheong, Yunam, Wang,Guehyun and Sanghoun Song. (2021). Detecting the Lexical Variation between South and North Koreans Using the Deep Learning Techniques. Korean Semantics, 74, 113-139.
Cheong, Yunam, Wang,Guehyun and Sanghoun Song. 2021, "Detecting the Lexical Variation between South and North Koreans Using the Deep Learning Techniques", Korean Semantics, vol.74, pp.113-139. Available from: doi:10.19033/sks.2021.12.74.113
Cheong, Yunam, Wang,Guehyun, Sanghoun Song "Detecting the Lexical Variation between South and North Koreans Using the Deep Learning Techniques" Korean Semantics 74 pp.113-139 (2021) : 113.
Cheong, Yunam, Wang,Guehyun, Sanghoun Song. Detecting the Lexical Variation between South and North Koreans Using the Deep Learning Techniques. 2021; 74 113-139. Available from: doi:10.19033/sks.2021.12.74.113
Cheong, Yunam, Wang,Guehyun and Sanghoun Song. "Detecting the Lexical Variation between South and North Koreans Using the Deep Learning Techniques" Korean Semantics 74(2021) : 113-139.doi: 10.19033/sks.2021.12.74.113
Cheong, Yunam; Wang,Guehyun; Sanghoun Song. Detecting the Lexical Variation between South and North Koreans Using the Deep Learning Techniques. Korean Semantics, 74, 113-139. doi: 10.19033/sks.2021.12.74.113
Cheong, Yunam; Wang,Guehyun; Sanghoun Song. Detecting the Lexical Variation between South and North Koreans Using the Deep Learning Techniques. Korean Semantics. 2021; 74 113-139. doi: 10.19033/sks.2021.12.74.113
Cheong, Yunam, Wang,Guehyun, Sanghoun Song. Detecting the Lexical Variation between South and North Koreans Using the Deep Learning Techniques. 2021; 74 113-139. Available from: doi:10.19033/sks.2021.12.74.113
Cheong, Yunam, Wang,Guehyun and Sanghoun Song. "Detecting the Lexical Variation between South and North Koreans Using the Deep Learning Techniques" Korean Semantics 74(2021) : 113-139.doi: 10.19033/sks.2021.12.74.113
