• Title/Summary/Keyword: Language model

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Korean Students' Intentions to Use Mobile-Assisted Language Learning: Applying the Technology Acceptance Model

  • Kim, Gyoo-mi;Lee, Sang-jun
    • International Journal of Contents
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    • v.12 no.3
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    • pp.47-53
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    • 2016
  • The purpose of this study was to examine how Korean students accept and use mobile-assisted language learning (MALL) and investigate related factors that potentially affect MALL usage. The participants were 244 undergraduate students who were surveyed with a questionnaire. The research model, which included students' self-efficacy, content reliability, interactivity, perceived enjoyment, perceived usefulness, perceived ease of use, attitude, and behavioral intention to use MALL, was developed based on the technology acceptance model (TAM). The structural equation modeling (SEM) technique was employed in order to analyze the overall results of modified TAM and the research model. The results indicated that TAM was a good theoretical tool to understand students' acceptance of MALL. In addition, all constructs, with the exception of self-efficacy and interactivity, had significant effects on students' acceptance possibilities of MALL. Limitations and suggestions for the further study are also presented.

Analysis of a crop growth model using Unified Modeling Language

  • Kim, Kwang Soo;Kim, Do-Gyeom;Kim, Sey Hyun;Hwang, Grim;Jeong, Haneul
    • Proceedings of The Korean Society of Agricultural and Forest Meteorology Conference
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    • 2011.11a
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    • pp.12-14
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    • 2011
  • Crop growth simulation models have been developed as research and management tools. When these models are needed to incorporate new knowledge on phenology and physiology of crops, programming languages have been used for development and documentation of these models. However, researchers may have limited skill in programming languages. Furthermore, software developer may find it challenging to improve the crop models because documentation of the models are rarely available. The Unified Modeling Language (UML) can provide a simple approach for development and documentation of model. A template for implementation of the model can be obtained using the UML, which would facilitate code re-use and model improvement.

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Korean Dependency Parsing Using Various Ensemble Models (다양한 앙상블 알고리즘을 이용한 한국어 의존 구문 분석)

  • Jo, Gyeong-Cheol;Kim, Ju-Wan;Kim, Gyun-Yeop;Park, Seong-Jin;Gang, Sang-U
    • Annual Conference on Human and Language Technology
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    • 2019.10a
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    • pp.543-545
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    • 2019
  • 본 논문은 최신 한국어 의존 구문 분석 모델(Korean dependency parsing model)들과 다양한 앙상블 모델(ensemble model)들을 결합하여 그 성능을 분석한다. 단어 표현은 미리 학습된 워드 임베딩 모델(word embedding model)과 ELMo(Embedding from Language Model), Bert(Bidirectional Encoder Representations from Transformer) 그리고 다양한 추가 자질들을 사용한다. 또한 사용된 의존 구문 분석 모델로는 Stack Pointer Network Model, Deep Biaffine Attention Parser와 Left to Right Pointer Parser를 이용한다. 최종적으로 각 모델의 분석 결과를 앙상블 모델인 Bagging 기법과 XGBoost(Extreme Gradient Boosting) 이용하여 최적의 모델을 제안한다.

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3D model for korean-japanese sign language image communication (한-일 수화 영상통신을 위한 3차원 모델)

  • ;;Yoshinao Aoki
    • Proceedings of the IEEK Conference
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    • 1998.06a
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    • pp.929-932
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    • 1998
  • In this paper we propose a method of representing emotional experessions and lip shapes for sign language communication using 3-dimensional model. At first we employ the action units (AU) of facial action coding system(FACS) to display all shapes. Then we define 11 basic lip shapes and sounding times of each components in a syllable in order to synthesize the lip shapes more precisely for korean characters. Experimental results show that the proposed method could be used efficiently for the sign language image communication between different languages.

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Tee Model or Pipe Model? (Tee 모델과 Pipe 모렐)

  • Han, Young-Hie
    • Annual Conference on Human and Language Technology
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    • 1991.10a
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    • pp.189-195
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    • 1991
  • 지금까지 생성문법에서 제시한 문법의 구조는 대체적으로 3개부 (components)가 T자 형으로 배치되어 있으며 이러한 구조는 주로 언어능력을 위한 것으로 여겨져 왔다. 본고는 언어수행도 동시에 -- 특히 화자의 환류 (feedback)와 청자의 지각의 면에서 -- 처리할 수 있고 또 각부 사이의 기능을 자연스럽게 연계하여 주는 interface 기능을 위하여, 보다 타당성 있는 새로운 모델로 Pipe 형 (또는 종합형)을 제시하고자 한다.

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Project-based CALL Class: Linking the Theory and Practice

  • Yang, Eun-Mi
    • English Language & Literature Teaching
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    • v.10 no.1
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    • pp.53-76
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    • 2004
  • This paper introduces a class model based on a course, Internet English, offered by an English department at a university. The course has dual purposes of developing students I English skills and Internet using skills at the same time. In support of using the Internet for language learning, the advantages of project-based language learning and constructivist learning in relation to CALL are explored. The activities in this course, which are basically project-based under the paradigm of constructivist learning perspective, are explained in detail to show the relationship between second language learning theory and teaching application. The way how the four language skills - speaking, listening, reading, and writing - are integrated in this class is described as well. Finally, judgmental evaluation of the course by the students is noted. The results show that a project-based CALL class could be a promising class model to realize an integrative, constructivist, and authentic learning.

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Utilizing Large Language Models for Non-trained Binary Sentiment Classification (거대 언어 모델(LLM)을 이용한 비훈련 이진 감정 분류)

  • Hyungjin Ahn;Taewook Hwang;Sangkeun Jung
    • Annual Conference on Human and Language Technology
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    • 2023.10a
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    • pp.66-71
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    • 2023
  • ChatGPT가 등장한 이후 다양한 거대 언어 모델(Large Language Model, LLM)이 등장하였고, 이러한 LLM을 목적에 맞게 파인튜닝하여 사용할 수 있게 되었다. 하지만 LLM을 새로 학습하는 것은 물론이고, 단순 튜닝만 하더라도 일반인은 시도하기 어려울 정도의 많은 컴퓨팅 자원이 필요하다. 본 연구에서는 공개된 LLM을 별도의 학습 없이 사용하여 zero-shot 프롬프팅으로 이진 분류 태스크에 대한 성능을 확인하고자 했다. 학습이나 추가적인 튜닝 없이도 기존 선학습 언어 모델들에 준하는 이진 분류 성능을 확인할 수 있었고, 성능이 좋은 LLM의 경우 분류 실패율이 낮고 일관적인 성능을 보여 상당히 높은 활용성을 확인하였다.

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Development of the Balanced Language Education Program Model -on the basis of young children in low-income families participating in Dream Start- (균형적 언어교육 프로그램 모형 개발 -드림스타트 저소득 가정 유아를 대상으로-)

  • Kim, You-Hwa;Kwak, Young-suk
    • The Journal of the Korea Contents Association
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    • v.16 no.12
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    • pp.600-621
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    • 2016
  • This study aims to develop and apply the language education program model - based on balanced language education approach - on development of literacy of young children in low-income families, specially participating in Dream Start public welfare service. Development of this languge education program was based on the basic view and characteristis of balanced language education. It was progressed in accordance with Analyze-Design-Develop-implement-Evaluate(ADDIE), which is an widely-used instructional design model. Educational contents including reading skills of picture books based on whole language approach and well-structured reading and writing sequences, teaching and learning method including the principles and the strategies and teaching and learning systematic evaluation method are proposed in viewpoint of balanced language teaching approach. The application of the program was conducted targeting 20 young children participating in Dream Start welfare service from June 2015 until early November. To evaluate the effectiveness of this program, word reading inspection and nonsense word reading inspection developed by Ko, Yeon-Kyung(2002) were performed. The reflective thinking journal of visiting teachers and the satisfaction reported by parents were analysed in the qualitative research method. As a result, reading skills of young children were improved. The superiority of the program - prefernce for the picture book, interests in written languages, effectiveness of individualized language education method - was demonstrated by qualitative analysis of reflective journal. This study has the significance on presenting the executable language education model for literacy development of young children in low-income families based on balanced language education approach.

IFC Model Data Retrieval and Regeneration Method through Property Set-based Query Language (IFC 속성 데이터기반의 질의어 개발을 통한 모델 정보 검색 및 재생성 방안)

  • Lee, Sang-Ho;Park, Sang I.;Jang, Young-Hoon;Choi, Kyou-Won
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.2
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    • pp.38-46
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    • 2017
  • In this study, a query language was developed to supplement the information retrieval and model regeneration in the case of Industry Foundation Classes (IFC)-based civil infrastructure information models. First, the IFC objects to represent the structural components, entities to manage the related properties, and relationships to connect with the mentioned elements were analyzed in a point of information flow. The results confirmed that the end-users could have problems with access and comprehend the properties and its relationships in the IFC file. Second, the IfcPropertySet-focused query method and applicable stand-alone module were proposed referring to the previous Building Information Model Query Language (BimQL). The availabilities of the proposed method were examined using the rail and sleeper information models through information retrieval and model regeneration. The most important advantage of the proposed approach is the IFC-based information retrievals that can guarantee the interoperability between software packages.

A study on the optimal task-based instructional model: Focused on Korean EFL classroom practice (효율적인 과업중심 교수.학습모형 연구: EFL 교실 상황을 중심으로)

  • Jeon, In-Jae
    • English Language & Literature Teaching
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    • v.11 no.4
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    • pp.365-389
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    • 2005
  • The purpose of this study is to present the task model that is the most effective in English language methodology based on the investigation of task-based performance in Korean EFL classroom practice. The subjects were 538 high school students and 126 high school teachers, each of whom had common experiences using the materials of task-based activities for more than one year. To analyze the data, the program SPSS WIN 11.0 including frequency distribution and chi-square analysis was used. The results of the questionnaire analysis showed that both teachers and students had a comparatively high level of satisfaction in task rationale, but that they had some mixed responses in the fields of input data, settings, and activity types. To conclude, a few suggestions are made to provide some meaningful considerations for the EFL teachers and material developers: a) task goals and rationale that encourage the learner's positive motivation; b) authenticity of input data based on the real-world context; c) collaborative learning environment that enhances communicative interaction; d) proportional representation of the creative problem-solving activities related to discussions and decision-making processes; e) systematic introduction of integrated language skills. It also suggests that the multi-lateral task model, which has some positive assets compared to previous task models, be newly introduced and applied to the second language learning classrooms.

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