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Extended pivot-based approach for bilingual lexicon extraction

  • Seo, Hyeong-Won;Kwon, Hong-Seok;Kim, Jae-Hoon
    • Journal of Advanced Marine Engineering and Technology
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    • v.38 no.5
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    • pp.557-565
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    • 2014
  • This paper describes the extended pivot-based approach for bilingual lexicon extraction. The basic features of the approach can be described as follows: First, the approach builds context vectors between a source (or target) language and a pivot language like English, respectively. This is the same as the standard pivot-based approach which is useful for extracting bilingual lexicons between low-resource languages such as Korean-French. Second, unlike the standard pivot-based approach, the approach looks for similar context vectors in a source language. This is helpful to extract translation candidates for polysemous words as well as lets the translations be more confident. Third, the approach extracts translation candidates from target context vectors through the similarity between source and target context vectors. Based on these features, this paper describes the extended pivot-based approach and does various experiments in a language pair, Korean-French (KR-FR). We have observed that the approach is useful for extracting the most proper translation candidate as well as for a low-resource language pair.

A Critical Review on the Government-driven Language Culture Improvement Projects: Focusing on the Pan-national Language Culture Improvement Movement 'Annyeong! Urimal(Hello! Our Language)' (정부 주도 언어문화개선 사업에 대한 비판적 고찰 -범국민 언어문화개선 운동 '안녕! 우리말'을 중심으로-)

  • CHO, TAE-RIN
    • Korean Linguistics
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    • v.79
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    • pp.145-169
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    • 2018
  • The purpose of this paper is to review critically the validity and relevance of the pan-national language culture improvement movement, Annyeong! Urimal(Hello! Our Language) implemented for the last three years as part of the government-driven projects, and to seek for improvement direction or fundamental reorientation of this movement. In order to accomplish this purpose, this paper firstly points out abstract and conventional aspects of the diagnosis for background and the purpose of projects, and suggests that this movement focuses on verbal abuse rather than language destruction and pays attention to positive aspects of newly rising language use. Then, with reference to main agent, this paper argues that the government must lead actively formation of voluntary nongovernmental agent with indirect financial and institutional support. Thirdly, it is suggested that public language should be the top priority target sphere and the language used by the leaders of society and the older generation should be also included in the target spheres of this movement. Finally, this paper indicates that enlightenment/public relation projects end often in one time events, imposing unilaterally the normative contents, and also emphasizes the importance of survey/research projects and deliberation/evaluation projects.

A Basic Study on the Development of a Korean Proficiency Test Targeted for Young & Adolescent Learners -Based on setting standard levels and sections- (아동·청소년 대상 한국어능력시험 개발을 위한 기초 연구 -등급 및 영역 설정을 중심으로-)

  • Lee, Junghee;Lee, Kyung;Park, Hyekyung;Kim, Chungsook
    • Journal of Korean language education
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    • v.28 no.1
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    • pp.221-250
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    • 2017
  • This study aims to discuss the basic foundations to set levels and language skills for developing a Korean Proficiency Test for young and adolescent learners. Recently, there has been an increase in demand regarding young and adolescent learners from multicultural and overseas backgrounds. However, the current Korean Proficiency Test lacks the appropriate means to determine the Korean proficiency of young and adolescent learners with general purposes of language learning. Therefore, there is an urgent need for developing a specialized and new form of language assessment for young and adolescent learners who are exposed to a foreign language or a second language learning environment. The study examines and analyzes cases of foreign language examinations for young & adolescent learners; furthermore, the objectives and target were set based on the results of a needs analysis and in-depth interviews conducted among teachers and education officials in overseas Korean Hangeul Schools, international schools, elementary and secondary schools. Finally, the levels and language skills appropriate for the objectives of a proficiency test and target learners have been suggested.

BIOLOGY ORIENTED TARGET SPECIFIC LITERATURE MINING FOR GPCR PATHWAY EXTRACTION (GPCR 경로 추출을 위한 생물학 기반의 목적지향 텍스트 마이닝 시스템)

  • KIm, Eun-Ju;Jung, Seol-Kyoung;Yi, Eun-Ji;Lee, Gary-Geunbae;Park, Soo-Jun
    • Proceedings of the Korean Society for Bioinformatics Conference
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    • 2003.10a
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    • pp.86-94
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    • 2003
  • Electronically available biological literature has been accumulated exponentially in the course of time. So, researches on automatically acquiring knowledge from these tremendous data by text mining technology become more and more prosperous. However, most of the previous researches are technology oriented and are not well focused in practical extraction target, hence result in low performance and inconvenience for the bio-researchers to actually use. In this paper, we propose a more biology oriented target domain specific text mining system, that is, POSTECH bio-text mining system (POSBIOTM), for signal transduction pathway extraction, especially for G protein-coupled receptor (GPCR) pathway. To reflect more domain knowledge, we specify the concrete target for pathway extraction and define the minimal pathway domain ontology. Under this conceptual model, POSBIOTM extracts interactions and entities of pathways from the full biological articles using a machine learning oriented extraction method and visualizes the pathways using JDesigner module provided in the system biology workbench (SBW) [14]

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The effect of pronunciation teaching on the realization of English rhythm by Korean learners of English

  • Choe, Wook Kyung
    • Phonetics and Speech Sciences
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    • v.14 no.2
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    • pp.19-28
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    • 2022
  • The current study was designed to explore whether taking English pronunciation classes could improve the realization of English rhythm by Korean learners of English. Specifically, this study used various rhythm metrics to examine the extent to which the learners' speech became rhythmically similar to the target language after taking classes that focused on English pronunciation. Sixteen learners who took a 15-week English pronunciation course at a university read an English passage twice (at the beginning and the end of the semester). The rhythm metrics such as Deltas, Varcos, and Pairwise Variability Indices were calculated for the learners' speech, as well as that of 8 native speakers of English. The results demonstrated that the learners' speech was slower, and they put more frequent within-sentence pauses than the native speakers even after the classes. The analyses also indicated that the speech recorded at the beginning of the semester was rhythmically much more different from the target language than at the end of the semester. After the classes, however, the learners' consonantal intervals became much more target-like, while the vocalic intervals were rhythmically even further from those in the target language. Overall, the findings suggested that the pronunciation classes helped the learners to produce English speech that was rhythmically similar to the native speakers.

An Automatic Microcode Generation System Using a Microinstruction Description Language (마이크로명령어 기술언어를 사용한 마이크로코드 자동생성 시스템)

  • 이상정;조영훈;임인칠
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.28B no.7
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    • pp.540-547
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    • 1991
  • This paper proposes a machine in dependent automatic microcode generation system using a microtnstruction description language, MDL. The MDL, which has similar structure to C language, is a high-level microarchitecture description language. It defines the hardwaer elements and the operand selection of microoperartions. The proposed system generates microcode automatically by describing the structure information of a target microarchitectuer and accepting thebehavioral information of microoperations which are generated ad a intermediate language from HLML-C. This proposed system is implemented with C language and YACC on a SUN workstation (4.3 BSD).

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A Comparative Study of Second Language Acquisition Models: Focusing on Vowel Acquisition by Chinese Learners of Korean (중국인 학습자의 한국어 모음 습득에 대한 제2언어 습득 모델 비교 연구)

  • Kim, Jooyeon
    • Phonetics and Speech Sciences
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    • v.6 no.4
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    • pp.27-36
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    • 2014
  • This study provided longitudinal examination of the Chinese learners' acquisition of Korean vowels. Specifically, I examined the Chinese learners' Korean monophthongs /i, e, ɨ, ${\Lambda}$, a, u, o/ that were created at the time of 1 month and 12 months, tried to verify empirically how they learn by dealing with their mother tongue, and Korean vowels through dealing with pattern of the Perceptual Assimilation Model (henceforth PAM) of Best (Best, 1993; 1994; Best & Tyler, 2007) and the Speech Learning Model (henceforth SLM) of Flege (Flege, 1987; Bohn & Flege, 1992, Flege, 1995). As a result, most of the present results are shown to be similarly explained by the PAM and SLM, and the only discrepancy between these two models is found in the 'similar' category of sounds between the learners' native language and the target language. Specifically, the acquisition pattern of /u/ and /o/ in Korean is well accounted for the PAM, but not in the SLM. The SLM did not explain why the Chinese learners had difficulty in acquiring the Korean vowel /u/, because according to the SLM, the vowel /u/ in Chinese (the native language) is matched either to the vowel /u/ or /o/ in Korean (the target language). Namely, there is only a one-to-one matching relationship between the native language and the target language. In contrast, the Chinese learners' difficulty for the Korean vowel /u/ is well accounted for in the PAM in that the Chinese vowel /u/ is matched to the vowel pair /o, u/ in Korean, not the single vowel, /o/ or /u/.

The impact of language-learning environments on Korean learners' English vowel production

  • Lee, Shinsook;Nam, Hosung;Kang, Jaekoo;Shin, Dong-Jin;Kim, Young Shin
    • Phonetics and Speech Sciences
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    • v.9 no.2
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    • pp.69-76
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    • 2017
  • The current study investigated whether Korean learners' English-learning environments, especially target English accent (General American English (GAE) vs. Southern British English (SBE)) and English-language experience affected their production of English vowels. Thirty six EFL learners, 27 ESL-US learners, and 33 ESL-UK learners produced 8 English vowels with a bVt frame (beat, bit, bet, bat, bought, bot, boat, boot). The learners' productions were acoustically analyzed in terms of F1 and F2 frequencies. The overall results revealed that the learners' target accent had an effect on their production of some English vowels. The EFL and ESL-US learners' (especially, female learners') production of bought, bot, boat, and boot, which show characteristic differences between the GAE and SBE accents, was closer to that of the native American English (AE) speakers than the native British English (BE) speakers. In contrast, the ESL-UK learners' production of bought and bot demonstrated the opposite pattern. Thus, the impact of target accent was not demonstrated across the board. The effect of the learners' different English-language experience was also rather limited. This was because the EFL learners' production was not much different from the ESL-US learners' production, in spite of the ESL-US learners' residence in the US for more than 9 years. Furthermore, the Korean learners, irrespective of their different English-language experience, tended to produce bit and bat with lower F1 than the native AE and BE speakers, thus resulting in bit and bat to be produced similarly to beat and bet, respectively. This demonstrates the learners' persistent L1 effects on their English vowel production despite the learners' residence in the English speaking countries or their high English proficiency.

Suggestions for Integrating Foreign Language Teaching with Culture Education (외국어 교육과 문화 교육 통합을 위한 제언)

  • Kim, Yong-Seop
    • The Journal of the Korea Contents Association
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    • v.13 no.12
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    • pp.1069-1078
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    • 2013
  • The paper is about teaching culture in a language learning. There are many teachers who are afraid of teaching foreign language with culture. They are delighted to teach politics, economics, history, art and literature as objective culture. But they are hesitant to teach subjective culture which is connected with a communication competency. The paper suggests three stages to instruct culture in a schoolroom. The first stage, it is growing out of the self-centered view. The second step, be developing self-consciousness through comparing mother culture with target culture. The last stage, it has to response to appropriately target culture. The teaching materials for the model suggested are two movies. Because the cultural aspects in the moves are subjective culture, so it has something in common with target cultural situations in a language learning. This method which is teaching culture in a the language learning has the advantage of being easy to teachers and learners. Most students like to watch a movie. The teaching material is The Chronicles of Narnia : The Lion, the Witch and The Wardrobe와 Guess Who?. I hope that this suggestion for cultural teaching is helpful for understanding each other.

Deep Learning-based Target Masking Scheme for Understanding Meaning of Newly Coined Words

  • Nam, Gun-Min;Kim, Namgyu
    • Journal of the Korea Society of Computer and Information
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    • v.26 no.10
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    • pp.157-165
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    • 2021
  • Recently, studies using deep learning to analyze a large amount of text are being actively conducted. In particular, a pre-trained language model that applies the learning results of a large amount of text to the analysis of a specific domain text is attracting attention. Among various pre-trained language models, BERT(Bidirectional Encoder Representations from Transformers)-based model is the most widely used. Recently, research to improve the performance of analysis is being conducted through further pre-training using BERT's MLM(Masked Language Model). However, the traditional MLM has difficulties in clearly understands the meaning of sentences containing new words such as newly coined words. Therefore, in this study, we newly propose NTM(Newly coined words Target Masking), which performs masking only on new words. As a result of analyzing about 700,000 movie reviews of portal 'N' by applying the proposed methodology, it was confirmed that the proposed NTM showed superior performance in terms of accuracy of sensitivity analysis compared to the existing random masking.