• Title/Summary/Keyword: Language school

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ColBERT with Adversarial Language Adaptation for Multilingual Information Retrieval (다국어 정보 검색을 위한 적대적 언어 적응을 활용한 ColBERT)

  • Jonghwi Kim;Yunsu Kim;Gary Geunbae Lee
    • Annual Conference on Human and Language Technology
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    • 2023.10a
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    • pp.239-244
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    • 2023
  • 신경망 기반의 다국어 및 교차 언어 정보 검색 모델은 타겟 언어로 된 학습 데이터가 필요하지만, 이는 고자원 언어에 치중되어있다. 본 논문에서는 이를 해결하기 위해 영어 학습 데이터와 한국어-영어 병렬 말뭉치만을 이용한 효과적인 다국어 정보 검색 모델 학습 방법을 제안한다. 언어 예측 태스크와 경사 반전 계층을 활용하여 인코더가 언어에 구애 받지 않는 벡터 표현을 생성하도록 학습 방법을 고안하였고, 이를 한국어가 포함된 다국어 정보 검색 벤치마크에 대해 실험하였다. 본 실험 결과 제안 방법이 다국어 사전학습 모델과 영어 데이터만을 이용한 베이스라인보다 높은 성능을 보임을 실험적으로 확인하였다. 또한 교차 언어 정보 검색 실험을 통해 현재 검색 모델이 언어 편향성을 가지고 있으며, 성능에 직접적인 영향을 미치는 것을 보였다.

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The Effect of Robot-Based STEAM Class on the Korean Learning of Multiculturul School Children -Focusing on After School Learning of Elementary School- (로봇 활용 STEAM 수업이 다문화 아동의 한국어 학습에 미치는 영향 -초등학교 방과 후 수업을 중심으로-)

  • Kim, Se-Min;You, Kang-Soo
    • Journal of Digital Convergence
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    • v.13 no.8
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    • pp.1-8
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    • 2015
  • This paper focuses on analyzing Korean language learning effect through the STEAM class using a robot which is targeted on multicultural elementary school students. For the purpose of it, the degree of difficulty and interest of how students feel has been measured. By using the programing tool of Korean language entering base, they learn the programming commands like as variable, data type, branching statement, loop statement, etc in Korean, the effect of Korean learning has been measured. It has been examined two interviews at the beginning and the end of the second semester to measure the effect of Korean language learning. As a result of this research, It can be realized that multicultural children who have similar linguistic characteristics and cultural sphere understood Korean language easily when they take the Korean language class by utilizing a robot, and the class had an effect on the acquisition of Korean language for multicultural children.

Structural Model Analysis of Individual and Environmental Factors of Korean Language Ability of Multicultural Children

  • Kim, Jae-Nam
    • Journal of the Korea Society of Computer and Information
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    • v.27 no.11
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    • pp.241-249
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    • 2022
  • The purpose of this study is to analyze and verify the effects of multicultural children's psychosocial adaptation, bicultural experience, parental support and parenting attitudes, and school activities on the development of Korean language ability using data from the second stage of the MAPS(Multicultural Adolescents Panel Study) using a structural equation model. The subjects of this study were 396 children from foreign families and mid-immigrant families, multicultural children who were enrolled in the fourth grade of elementary school in 2019. As a result of the study, it was found that psychosocial adaptation, bicultural experience, and school activities directly or indirectly significantly affect the ability of multicultural children to speak and understand Korean. In particular, it was found that school activities have a direct effect on the improvement of the Korean language ability of multicultural children, so it was understood that the support of friends and teachers should be treated as very important parts of educational activities in the educational field. These results mean that the most ideal educational environment that affects the development of Korean language skills must be necessarily reflected in the Korean language education policy for multicultural children.

The Relationship Among Domain-General Creativity, Linguistic Intelligence, Korean Language Grade and Linguistic Creativity of Elementary School Student (초등학생의 일반창의성, 언어지능, 국어성적과 언어창의성 간의 관계연구)

  • Park, Jung-Hwan;Hong, Mi-Sun;Lew, Kyoung-Hoon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.14 no.8
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    • pp.3760-3767
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    • 2013
  • The purpose of this study is to investigate the relationship among domain-general creativity, linguistic intelligence, Korean language grade and linguistic creativity of elementary school student. And to confirm the relative predictive power of domain-general creativity variables in predicting elementary school students' linguistic creativity. The instruments used in this study were 'TTCT', 'Essay writing' and 'Linguistic intelligence ' and school grade of Korean language. Self-reported response data on these instruments from 338, 4th grade elementary school students in Seoul were analyzed. The data were analyzed with descriptive statistics, Pearson correlations, multiple stepwise regression analysis and ANOVA by using SPSS 18.0. The major results of this study were as follows; First, the correlations among domain-general creativity, Korean language grade and linguistic creativity were significant. Second, Abstractness of title were the best predictor of linguistic creativity in elementary school students.

The Longitudinal Effects of Multicultural Adolescents' Appearance Satisfaction and Korean Language Skills on School Adjustment and the Mediating Effect of Self-esteem (다문화청소년의 학교적응에 대한 외모만족도와 한국어능력의 종단적 영향 및 자아존중감의 매개효과)

  • No, Boram;Jung, Junghwa;Choi, Naya;Lee, Kangyi
    • Human Ecology Research
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    • v.57 no.3
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    • pp.407-417
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    • 2019
  • This study examined the longitudinal effects of appearance satisfaction and Korean language skills on the self-esteem and school adjustment of multicultural adolescents. The study used data from 1,151 multicultural adolescents from the $3^{rd}$, $4^{th}$, and $5^{th}$ waves of the Multicultural Adolescents Panel Study (MAPS). Data were analyzed by means of descriptive statistics, Cronbach's alpha, correlation, and structural equation modeling. The results are as follows. First, appearance satisfaction and Korean language skills at grade 6 significantly predicted higher self-esteem at grade 7. Second, there was a significant influence of high levels of self-esteem at grade 7 on positive school adjustment of grade 8. Last, the self-esteem at grade 7 had a significant mediating effect in the relationship between appearance satisfaction and Korean language skills at grade 6 and school adjustment at grade 8. The results of this study highlighted the importance of self-esteem as a mediating factor in the connection between appearance satisfaction and Korean language skills as well as the level of school adjustment. This provides supporting evidence to many educators and parents for the implementation of effective support practices for multicultural adolescents to enhance their school adjustment. Other related implications of these findings and suggestions for future research are also discussed.

Analogical Reasoning Skills and Metaphoric Understanding in School-age Children with Language Disabilities (학령기 언어장애아동의 유추추론능력과 은유이해능력 간의 상관관계연구)

  • Shin, Hu-Nam;Kwon, Do-Ha
    • MALSORI
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    • no.67
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    • pp.17-31
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    • 2008
  • This study was designed to explore the analogical reasoning and metaphoric understanding in typically developing children and language impaired children. 13 Language-impaired children were matched to 16 typically developing children on the basis of receptive vocabulary age. All 29 children were enrolled in the 1st to 3rd grade in regular elementary schools. All were administered analogical reasoning and metaphoric tasks. Results indicated that the children with language disabilities did not perform as well as the receptive vocabulary matched group on the two tasks. In addition, we found that both of children with and without language disabilities did not have relationship between analogical reasoning and metaphoric understanding.

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Foreign Language Anxiety and Perceived Classroom Environment of Middle School Students (중학생의 외국어 불안과 지각된 교실학습환경 : 성별 및 학년 차와 관계를 중심으로)

  • Kong, Young Suk;Choi, Bo Ga
    • Korean Journal of Child Studies
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    • v.27 no.3
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    • pp.135-148
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    • 2006
  • The Foreign Language Classroom Anxiety Scale(Horwitz et al., 1986) and the Classroom Environment Scale(Moos & Tricket, 1974) were administered to 434 middle school students in Daegu. Data were analyzed by Cronbach's $\alpha$, t-test, and Pearson's correlation using the SPSS program. Results on anxiety showed no gender differences between male and female students but $9^{th}$ graders reported more anxiety than $7^{th}$ graders. Two of the nine classroom environment subscales showed differences between perceptions of male and female students, and there were significant differences between $7^{th}$ and $9^{th}$ graders. Foreign language anxiety was correlated with perceived classroom environment. This finding suggests the importance of the psychological environment between the English teacher and students for successful language education.

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Analysis of Russian Culture Education According to the Curriculum Changes (교육과정 변화에 따른 러시아어 문화 교육 내용 분석)

  • Eo, Keon Joo
    • Cross-Cultural Studies
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    • v.29
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    • pp.479-501
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    • 2012
  • In this paper, I analyzed the russian cultural content of the russian textbook according to curriculum changes. The aim of this study is to analyze the content of the russian textbooks on russian culture. Our education of russian language begins in high school as a second language. And russian education in high school entirely depend on the textbook. In these circumstances, Russian textbooks play a very important role in the Russian language learning. For a practical and efficient language learning, acquisition of cultural knowledge is very important. Because cultural content can be learning motivational factors. But the contents of a textbook is not satisfactory enough to teach russian culture. More efficient textbook must be developed to advance student's linguistic ability.

Reducing Toxic Response Generation in Conversational Models using Plug and Play Language Model (Plug and Play Language Model을 활용한 대화 모델의 독성 응답 생성 감소)

  • Kim, Byeong-Joo;Lee, Geun-Bae
    • Annual Conference on Human and Language Technology
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    • 2021.10a
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    • pp.433-438
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    • 2021
  • 대화 시스템은 크게 사용자와 시스템이 특정 목적 혹은 자유 주제에 대해 대화를 진행하는 것으로 구분된다. 최근 자유주제 대화 시스템(Open-Domain Dialogue System)에 대한 연구가 활발히 진행됨에 따라 자유 주제를 기반으로 하는 상담 대화, 일상 대화 시스템의 독성 발화 제어 생성에 대한 연구의 중요성이 더욱 커지고 있다. 이에 본 논문에서는 대화 모델의 독성 응답 생성을 제어하기 위해 일상 대화 데이터셋으로 학습된 BART 모델에 Plug-and-Play Language Model 방법을 적용한다. 공개된 독성 대화 분류 데이터셋으로 학습된 독성 응답 분류기를 PPLM의 어트리뷰트(Attribute) 모델로 활용하여 대화 모델의 독성 응답 생성을 감소시키고 그 차이를 실험을 통해 정량적으로 비교한다. 실험 결과 어트리뷰트 모델을 활용한 모든 실험에서 독성 응답 생성이 감소함을 확인하였다.

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A Study on Integrating Digital Application into Foreign Language Education

  • An, Jeong-Whan;Lee, Su-Chul
    • International Journal of Contents
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    • v.12 no.1
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    • pp.54-59
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    • 2016
  • The purpose of this paper is to discover how the use of digital applications can affect students' attitudes toward positive classroom participation and performance in learning a foreign language. Participants of this study were 128 students who took a foreign language class at a high school in central Korea. To find out students' perceptions and attitudes toward the effect of using a digital application for their foreign language study, online questionnaire and focus-group interview were conducted. Our research findings revealed that these students could engage in active language learning and experience learning improvement while studying a foreign language with digital applications. The improvement was possible by creating more interactive activities and quizzes. In addition, the digital application provided students immediate feedback. It gave students and teachers various motivations beyond the traditional 'chalk and talk' format of text-only-classes. This study provides an overview of the usefulness of digital application. In addition, it provides understanding for students' perceptions and involvement using digital application in a foreign language classroom.