글로버메뉴 바로가기 본문 바로가기 하단메뉴 바로가기

논문검색은 역시 페이퍼서치

> 한국중국어문학회 > 중국문학 > 106권 0호

딥러닝 언어모델과 중국어 문법 ―BERT를 활용한 방향보어의 예측 모형을 중심으로

Deep Learning Language Model and Chinese Grammar -Focusing on the Prediction Model of Directional Complements using BERT

강병규 ( Kang Byeongkwu )

- 발행기관 : 한국중국어문학회

- 발행년도 : 2021

- 간행물 : 중국문학, 106권 0호

- 페이지 : pp.29-57 ( 총 29 페이지 )


학술발표대회집, 워크숍 자료집 중 1,2 페이지 논문은 ‘요약’만 제공되는 경우가 있으니,

구매 전에 간행물명, 페이지 수 확인 부탁 드립니다.

6,900
논문제목
초록(외국어)
In this study, we investigated how accurately the BERT model can predict Chinese directional complement. In addition, we analyzed which words the BERT model uses as an important clue in the Chinese directional complement inference process. According to the results of this study, it can be seen that the BERT model shows excellent performance in inferring distributional features and grammatical relationships based on transfer learning. Results of experiments with five Chinese directional complements show that the accuracy rate of predictions is quite high. In addition, as a result of analysis using the masked language model, it was found that the BERT model appropriately uses important clues to determine Chinese directional complement in context. We believe that this study is not only meaningful in the field of NLP, but also provides insight into Chinese grammar research or language education. If this methodology is properly utilized, it will be possible to establish an application system for Chinese grammar research and education. In Neural network models, sufficient language data learning allows us to predict which language expressions are more natural to use. Proper use of these advantages will give us insight into Chinese grammatical functions. This Chinese grammar prediction system will also help Chinese learners improve their skills by showing them what expressions are grammatically correct.

논문정보
  • - 주제 : 어문학분야 > 중어중문학
  • - 발행기관 : 한국중국어문학회
  • - 간행물 : 중국문학, 106권 0호
  • - 발행년도 : 2021
  • - 페이지 : pp.29-57 ( 총 29 페이지 )
  • - UCI(KEPA) :
저널정보
  • - 주제 : 어문학분야 > 중어중문학
  • - 성격 : 학술지
  • - 간기 : 계간
  • - 국내 등재 : KCI 등재
  • - 해외 등재 : -
  • - ISSN : 1226-2943
  • - 수록범위 : 1973–2021
  • - 수록 논문수 : 1473