• Title/Summary/Keyword: language transfer

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Korean Pre-trained Model KE-T5-based Automatic Paper Summarization (한국어 사전학습 모델 KE-T5 기반 자동 논문 요약)

  • Seo, Hyeon-Tae;Shin, Saim;Kim, San
    • Annual Conference on Human and Language Technology
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    • 2021.10a
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    • pp.505-506
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    • 2021
  • 최근 인터넷에서 기하급수적으로 증가하는 방대한 양의 텍스트를 자동으로 요약하려는 연구가 활발하게 이루어지고 있다. 자동 텍스트 요약 작업은 다양한 사전학습 모델의 등장으로 인해 많은 발전을 이루었다. 특히 T5(Text-to-Text Transfer Transformer) 기반의 모델은 자동 텍스트 요약 작업에서 매우 우수한 성능을 보이며, 해당 분야의 SOTA(State of the Art)를 달성하고 있다. 본 논문에서는 방대한 양의 한국어를 학습시킨 사전학습 모델 KE-T5를 활용하여 자동 논문 요약을 수행하고 평가한다.

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Controlled Korean Style Transfer using BERT (BERT을 이용한 한국어 문장의 스타일 변화)

  • Lee, Joosung;Oh, Yeontaek;Byun, hyunjin;Min, Kyungkoo
    • Annual Conference on Human and Language Technology
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    • 2019.10a
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    • pp.395-399
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    • 2019
  • 생성 모델은 최근 단순히 기존 데이터를 증강 시키는 것이 아니라 원하는 속성을 가지도록 스타일을 변화시키는 연구가 활발히 진행되고 있다. 스타일 변화 연구에서 필요한 병렬 데이터 세트는 구축하는데 많은 비용이 들기 때문에 비병렬 데이터를 이용하는 연구가 주를 이루고 있다. 이러한 방법론으로 이미지 분야에서 대표적으로 cycleGAN[1]이 있으며 최근 자연어 처리 분야에서도 많은 연구가 진행되고 있다. 많은 논문들이 사용하는 데이터도메인은 긍정 문장과 부정 문장 사이를 변화시키는 것이다. 본 연구에서는 한국어 영화리뷰 데이터 세트인 NSMC[2]를 이용한 감성 변화를 하는 문장생성에 대한 연구로 자연어 처리에서 좋은 성능을 보여주는 BERT[8]를 생성모델에 이용하였다.

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Pilot study for the development of Korean and English speech processing task system (한국어-영어 말처리 평가시스템 개발을 위한 기초 연구)

  • Ji-Yeong Kim;Ji-Wan Ha
    • Phonetics and Speech Sciences
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    • v.16 no.2
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    • pp.29-36
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    • 2024
  • A speech processing model based on a psycholinguistic approach can identify the specific speech processing deficits of children with speech sound disorders (SSDs) through various pathways. In most cases, the cause of the speech problem with SSD children is unknown, so it is important to identify the underlying strengths and weaknesses for individualized intervention. In addition, because the native language deficits can also affect foreign language production, it is necessary to examine speech processing abilities between the two languages. This study is a preliminary study to develop a Korean-English speech processing task system. Speech production task and speech processing task (DT, PRT, NRT) were conducted both in Korean and English on 10 children with SSD and 20 normal children (NSA). As a result, the SSD group showed significantly lower production ability than the NSA group in both languages. As a result of the speech processing task, there was no significant difference in the discrimination task (DT), while there was a significant difference between language types in the phonological representation task (PRT) and between language types and groups in the nonword repetition task (NRT). The results of this study confirmed that children's native language and foreign language processing skills may be different, and that the sub-tasks of speech processing system should be further subdivided.

Mean Transfer Time for SCTP in Initial Slow Start Phase (초기 슬로우 스타트 단계에서 SCTP의 평균 전송 시간)

  • Kim, Ju-Hyun;Lee, Yong-Jin
    • 대한공업교육학회지
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    • v.32 no.2
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    • pp.199-216
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    • 2007
  • Stream Control Transmission Protocol(SCTP) is a transport layer protocol to support the data transmission. SCTP is similar to Transmission Control Protocol(TCP) in a variety of aspects. However, several features of SCTP including multi-homing and multi-streaming incur the performance difference from TCP. This paper highlights the data transfer during the initial slow start phase in SCTP congestion control composed of slow start phase and congestion avoidance phase. In order to compare the mean transfer time between SCTP and TCP, we experiment with different performance parameters including bandwidth, round trip time, and data length. By varying data length, we also measure the corresponding initial window size, which is one of factors affecting the mean transfer time. For the experiment, we have written server and client applications by C language using SCTP socket API and have measured the transfer time by ethereal program. We transferred data between client and server using round-robin method. Analysis of these experimental results from the testbed implementation shows that larger initial window size of SCTP than that of TCP brings the reduction in the mean transfer time of SCTP compared with TCP by 15 % on average during the initial slow start phase.

Mean Transfer Time for SCTP and TCP in Single-homed Environment considering Packet Loss (싱글홈드 환경에서 패킷 손실을 고려한 SCTP와 TCP의 평균 전송 시간)

  • Kim, Ju-Hyun;Lee, Yong-Jin
    • 대한공업교육학회지
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    • v.33 no.1
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    • pp.233-248
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    • 2008
  • Stream Control Transmission Protocol(SCTP) is a new transport protocol that is known to provide improved performance than Transmission Control Protocol(TCP) in multi-homing environment that is having two and more IP addresses. But currently single-homed computer is used primarily that is having one IP address. To identify whether mean transfer time for SCTP is faster that for TCP in single-homed environment considering packet loss, we make up real testbed regulating the bandwidth, delay time and packet loss rate on router and observe the transfer time. We write server and client applications to measure SCTP and TCP mean transfer time by C language. Analysis of these experimental results from the testbed implementation shows that mean transfer time of SCTP is not better than performance of TCP in single homed environment exceptional case. Main reasons of performance are that SCTP compared to TCP stops transmitting data by timeout and data transmission is often delayed when SACK congestion happens. The result of study shows that elaborate performance tuning is required in developing a new SCTP module or using a implemented SCTP module.

Establishment of System Level environment to apply SSD to PC (SSD의 PC적용을 위한 시스템 수준의 환경 구축)

  • Kim, Dong;Bang, Kwan-Hu;Chung, Eui-Young
    • Proceedings of the IEEK Conference
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    • 2008.06a
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    • pp.561-562
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    • 2008
  • In this paper, we propose a establishment of system level environment to exploit PC system with SSD (Solid State Disk) by using TLM (Transaction Level Modeling) method with SystemC language. The reason why we choose this modeling method is that it eases RTL (Register Transfer Level) modeling burdens and we can accurately estimate the performance about different architectural changes. Also, it provides simulation speed which is relatively faster than RTL modeling method. The baseline architectural platform we implemented showed that SSD's internal transfer time is a dominant factor, so we need to improve that part and it is expected to be a good simulator to measure the system's overall performance by exploiting SSD's internal architectures.

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The Molecular Basis of Adenomyosis Development

  • Yang, Woo Sub;Lim, Jeong Mook;Ahn, Ji Yeon
    • Journal of Embryo Transfer
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    • v.33 no.1
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    • pp.49-54
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    • 2018
  • Adenomyosis is a benign gynecological disease frequently affecting women of reproductive age. It has a negative impact on the quality of life, causing bleeding disorders, dysmenorrhea, chronic pelvic pain, and infertility. However, the molecular mechanisms involved in adenomyosis development remain unclear. This paper summarizes the reports found in the MEDLINE database on the molecular mechanisms involved in the development and progression of uterine adenomyosis. The literature search included the following terms: "adenomyosis," "adenomyoma," "pathogenesis," "molecular mechanisms," and "gynecological disorders." Only peer-reviewed, English-language journal articles were included. This review focuses on the molecular genetics, epigenetic modifications, and pivotal signaling pathways associated with adenomyosis development and progression, which will provide insights into and a better understanding of its underlying pathophysiology.

Korean Learners' Development of English Passive Constructions

  • Park, Hye-Sook
    • English Language & Literature Teaching
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    • v.15 no.4
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    • pp.199-216
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    • 2009
  • This study investigates how Korean speakers develop their interlanguage of English passive constructions with a reference to the learners' grammar proficiency levels. Sixty two college students of different levels of English participated in this study. They were asked to complete a sentence-completion task. Their production was classified into accurate passives, malformed passives, pseudo-passives, unaccusatives, and actives according to the use of transitive, ergative and unergative verbs. They then were further analyzed depending on the subjects' levels of grammar by three main factors: L1 transfer, the English voice system, and universal cognitive factors. The results showed that the subjects of the lower group produced more pseudo-passives, malformed passives, and overpassivization than those of the higher group, and even subjects of higher group still made passives for ergative verbs. It was also shown that L1 and universal factors had more influence on the lower group than on the higher group. Based on the analyses of the subjects' responses, the development of the English passive system by Korean learners is shown and some implications are suggested for effective teaching of English.

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Remote monitoring using HTTP (HTTP을 의한 원격 모니터링)

  • Yi, Kyoung-Woong;Choi, Han-Soo
    • Proceedings of the KIEE Conference
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    • 2003.07d
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    • pp.2109-2111
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    • 2003
  • In this paper, It is studied to monitor the remote system status using HTTP(HyperText Transfer Protocol) object communication. This system is organized by three different part depending on functionality - server part, client part, controller part. The JAVA technology is used to composite the server part, the client part and C language is used for a controller.

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A New Register Transfer Level Synthesis Methodology for Efficient SOC Design (효율적인 SOC 설계를 위한 새로운 레지스터 전송 레벨 합성 방법)

  • Lin, Chi-Ho
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.11 no.2
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    • pp.161-169
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    • 2011
  • This paper presents a new register transfer level synthesis methodology for efficient SOC system design. The previous register transfer level synthesis systems first translate from a hardware description language to sequential circuits inadequately. Secondly, the systems separate registers and combinational circuits and then optimize only combinational circuits. This paper describes their disadvantages and then proposes a new method to overcome their shortcomings. This paper also shows the effectiveness of the proposed method by using the proposed method at designing the controller of a surveillance system.