• Title/Summary/Keyword: Instruction-following

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KULLM: Learning to Construct Korean Instruction-following Large Language Models (구름(KULLM): 한국어 지시어에 특화된 거대 언어 모델)

  • Seungjun Lee;Taemin Lee;Jeongwoo Lee;Yoonna Jang;Heuiseok Lim
    • Annual Conference on Human and Language Technology
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    • 2023.10a
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    • pp.196-202
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    • 2023
  • Large Language Models (LLM)의 출현은 자연어 처리 분야의 연구 패러다임을 전환시켰다. LLM의 핵심적인 성능향상은 지시어 튜닝(instruction-tuning) 기법의 결과로 알려져 있다. 그러나, 현재 대부분의 연구가 영어 중심으로 진행되고 있어, 다양한 언어에 대한 접근이 필요하다. 본 연구는 한국어 지시어(instruction-following) 모델의 개발 및 최적화 방법을 제시한다. 본 연구에서는 한국어 지시어 데이터셋을 활용하여 LLM 모델을 튜닝하며, 다양한 데이터셋 조합의 효과에 대한 성능 분석을 수행한다. 최종 결과로 개발된 한국어 지시어 모델을 오픈소스로 제공하여 한국어 LLM 연구의 발전에 기여하고자 한다.

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A study on effective ways of teaching English grammar (효과적인 문법지도 방법에 관한 연구)

  • Kim, Bu-Ja
    • English Language & Literature Teaching
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    • v.9 no.2
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    • pp.109-132
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    • 2003
  • The purpose of the present study is to explore effective ways of teaching English grammar, which is geared toward improving students' communicative competence. Grammatical competence is essential to communicative competence. Grammatical knowledge cannot be acquired unconsciously in an EFL environment such as in Korea. Therefore learners should be given grammar instruction. More importantly, they should be instructed in grammar so that they can develop their grammatical abilities which are the foundation of communicative competence. The following is proposed for the grammar instruction placing the focus on improving communicative competence. First, it is effective to explain the form, meaning and pragmatics of a grammatical rule to learners in Korean. Second, learners should be given instruction in grammatical patterns that deals with constructions and meanings together, which can enable them to produce sentences by themselves. Third, it should be taught to understand constructions and meanings on the basis of word orders. Then the following steps of grammar instruction are suggested. In the first step of grammatical instruction, students should be provided with the illustrations of grammatical structures which link communicative functions and grammar. In the second step, learners should be gotten to practice grammatical constructions repeatedly enough to use them unconsciously. Lastly, communicative activities such as description and role plays should be included in grammar instruction to integrate grammar practice and communicative language use.

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Survey for the Remedial Instruction on Arithmetic Word Problems Solving of Elementary School Students (초등학생의 사칙계산 문장제 해결 보정교육을 위한 기초 연구)

  • Lee, Bong-Ju;Moon, Seung-Ho
    • Education of Primary School Mathematics
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    • v.10 no.2
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    • pp.141-149
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    • 2007
  • It is undeniably important to bring up a solution capability of arithmetic word problems in the elementary mathematical education. The goal of this study is to acquire the implication for remedial instruction on arithmetic word problems solving through surveying elementary school students' difficulties in the solving of arithmetic word problems. In order to do it, this study was intended to analyze the following two aspects. First, it was analyzed that they generally felt more difficulties in which field among addition, subtraction, multiplication and division word problems. Second, with the result of the first analysis, it was examined that they solved it by imagining as which sphere of the other word problems. Also, the cause of their error on the word problem solving was analyzed by the interview. From the foregoing analyses, the following implications for remedial instruction on arithmetic word problems solving are acquired. First, the accumulation of learning deficiency must be diminished through the remedial instruction. Second, it must help students to understand the given problem and to make of what the goal of problem is. Third, it must help students to form a good habit for reading the problem and to understand the context of problem. forth, the teacher must help students to review and reflect their problem-solving processes.

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The effects of focus-on-form instruction on EFL learners' English writing ability: An inquiry for teaching business English writing (형태에 초점을 맞춘 교수가 영어쓰기 능력에 미치는 영향: 비즈니스 영작문 교육을 위한 탐색)

  • Kim, Bu-Ja
    • English Language & Literature Teaching
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    • v.11 no.1
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    • pp.77-98
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    • 2005
  • The purpose of the study is to investigate whether focus-on-form instruction is effective in promoting accuracy in writing and to make some suggestions regarding education in business English writing. For this purpose, an experiment, of which the participants were 29 college sophomores taking a course in business English, was made. The learners received instruction in the English nouns followed by modificatory phrases or clauses through the focus-on-form techniques, feedback and explicit explanation. The results were as follows: First, the learners who received focus-on-form instruction improved accuracy in writing. Second, there was a correlation between the learners' English proficiency levels and the effects of focus-on-form instruction. Third, the high level learners showed more positive attitude toward focus-on-form instruction than the low level ones. To promote accuracy in written business communication, the following suggestions were made on the basis of the results: First, focus-on-form instruction should be incorporated into a content-based business English class. Second, repeated focus-on-form instruction is needed. Third, learners' English proficiency levels should be taken into account when focus-on-form instruction is given.

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A Study on Models of Instruction Design in Presentation Writing for Engineering Education (공학계열 프레젠테이션 글쓰기 수업 설계 모델)

  • Jun, Eun Kyung;Lee, Sung Hak
    • Journal of Engineering Education Research
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    • v.20 no.6
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    • pp.22-34
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    • 2017
  • The purpose of this study is to present a model for fusion education combining engineering elements based on humanistic writing. Instruction design in presentation writing for engineering education progresses consists of four steps, such as instruction in visual, teamwork, feedback, and rewriting. Following these steps help engineering school students to analyze important data and to communicate their creative ideas. As writing is proceeding step by step, instruction design for presentation writing should come forth with specific methods to make students practice.

A Structural Approach for the Construction of the Open Instruction Model in Mathematics (열린 수학 수업 모델 구성을 위한 구조적 접근)

  • 백석윤
    • Journal of Educational Research in Mathematics
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    • v.8 no.1
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    • pp.101-123
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    • 1998
  • The purpose of this study is to construct the "open" instructional model that might be used properly in mathematics classroom. In this study, the core philosophy of "openness" in mathematics instruction is looked upon as the transference itself from pursuing simply strengthening the function of instruction such as effectiveness in the management of educational environment into the understanding of the nature of mathematics learning and the pursuing of true effectiveness in mathematics learning. It means, in other words, this study is going to accept the "openness" as functional readiness to open all the possibility among the conditions of educational environment for the purpose of realizing maximum learning effectiveness. With considering these concepts, this study regards open mathematics education as simply one section among the spectrum of mathematics education, thus could be included in the category of mathematics education. The model for open instruction in mathematics classroom, constructed in this study, has the following virtues: This model (1) suggests integrated view of open mathematics instruction that could adjust the individual and sporadic views recently constructed about open mathematics instruction; (2) could suggest structural approach for the construction of open mathematics instruction program; (3) could be used in other way as a method for evaluation open mathematics instruction program.thematics instruction program.

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The Effect of e-PBL in the Earth Science Class of the High School (고등학교 지구과학 수업에서 e-PBL의 효과)

  • Kim, Hyeon-Jeong;Kim, Sang-Dal;Lee, Sang-Gyun
    • Journal of the Korean Society of Earth Science Education
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    • v.2 no.1
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    • pp.23-32
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    • 2009
  • e-PBL based on constructivism adopted PBL(Problem Based Learning) and WBI(Web Based Learning), and it becomes the advanced model of instruction to be achieved PBL on-line. In this thesis, I applied e-PBL to 'the changing weather' part in the high school earth science I, compared to the lecture centered instruction, and analyzed how it affected on. On the basis of these, this study predicts the applicability on the cooperative learning and self-directed learning in the high school and suggests the improving of the teaching-learning with the results. The following shows the conclusion with as the central result of research. Firstly, the instruction applied e-PBL proved more effective academic achievement than the lecture centered instruction. Secondly, the instruction applied e-PBL proved more effective on the improving self-directed learning ability. Thirdly, the instruction applied e-PBL proved more effective self-efficacy than the lecture centered instruction.

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Effect of Various Instruction Media on Students′ Satisfaction of Food Purchasing Class (수업매체 활용이 학생들의 식품구매학 강의 만족도에 미치는 영향)

  • 윤지영;홍완수
    • Korean Journal of Community Nutrition
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    • v.9 no.3
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    • pp.326-332
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    • 2004
  • The research objective was to identify the effect of various instruction media on improving students' foodservice management competencies and for increasing class satisfaction. The research involved a comparison of two student groups. One group consisted of students who attended a lecture-based food purchasing class (Group A). The other group was students who attended the same class, and who also used various media as well as receiving the lecture (Group B). The results were as follows: 1) After a 16 week program, Group B perceived their procurement management competencies to be higher than those of Group A, especially in setting up purchasing goals, marketing research, and using computer systems for procurement; 2) In terms of class satisfaction, it was also observed that Group B was more satisfied with food purchasing class than was Group A. Group B gave high scores, especially in effective utilization of media, increasing motivation, and understanding; 3) Group B perceived that various instruction media was helpful for developing their procurement management competencies. Respondents evaluated the usefulness of media in the following order: using Power Point watching videos, visiting web-sites for food purchasing class, and surfing the World Wide Web. The results of the research show that using various instruction media for food purchasing classes would improve students' foodservice management competencies. Therefore, instructors who teach foodservice management related courses should consider developing teaching strategies that apply various instruction media for students to enhance their foodservice management competencies and to increase class satisfaction.

A study for developing a system of computer adaptive diagnosis and instruction(CADI) for tailored learning under e-learning environment. (맞춤 e-learning을 위한 컴퓨터 적응 진단 및 수업 체제 개발 연구)

  • 이중권;김성훈
    • The Mathematical Education
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    • v.43 no.3
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    • pp.291-307
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    • 2004
  • This study focused on the developing a system of computer adaptive diagnosis and instruction(CADI). This system is a conceptual model that connected learning with assesment by using new media such as computers, multimedia, and new technologies. In this conceptual model, adaptive diagnosis means tailored or customized diagnostic evaluation, and adaptive instruction implies tailored or customized instruction. The connection between learning and assesment suggests that they are closely related to determine following learning contents and learning methods. CADI's expected effect are 1) it can contribute to real learning of core concept, 2) it can enlarge the educational opportunities, 3) it can help students study by student himself and learn media literacy, 4) information for evaluation functions more essential roles, 5) it is possible to work cooperatively with any other school subject.

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An Analysis on the Instruction Effectiveness of Ability Grouping based on 'Setting' ('세팅(setting)'에 의한 능력별 집단편성 수업의 효과 분석)

  • Lee, Sang-Chul
    • Journal of Fisheries and Marine Sciences Education
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    • v.24 no.3
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    • pp.446-458
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    • 2012
  • This research aims to analyze on the instruction effectiveness of ability grouping based on 'setting' and the result is as following. Superior group had a positive effect from the aspect of self-conception, satisfaction on class, and learning attitude while average and inferior group had a negative effect from the aspect of self-conception, satisfaction on class, and learning attitude. Therefore, the point seems to be that ability-grouping class based on 'setting' only helps the students in the superior group. Therefore, it is necessary to reconsider the educational policy of variable curriculum classroom by achievement Level implemented by current ability-grouping. A method should be prepared to help all the students in superior, average, and inferior level.