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Improving Abstractive Summarization by Training Masked Out-of-Vocabulary Words

  • Lee, Tae-Seok;Lee, Hyun-Young;Kang, Seung-Shik
    • Journal of Information Processing Systems
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    • v.18 no.3
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    • pp.344-358
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    • 2022
  • Text summarization is the task of producing a shorter version of a long document while accurately preserving the main contents of the original text. Abstractive summarization generates novel words and phrases using a language generation method through text transformation and prior-embedded word information. However, newly coined words or out-of-vocabulary words decrease the performance of automatic summarization because they are not pre-trained in the machine learning process. In this study, we demonstrated an improvement in summarization quality through the contextualized embedding of BERT with out-of-vocabulary masking. In addition, explicitly providing precise pointing and an optional copy instruction along with BERT embedding, we achieved an increased accuracy than the baseline model. The recall-based word-generation metric ROUGE-1 score was 55.11 and the word-order-based ROUGE-L score was 39.65.

Identity and Construction in Postmodern Context of Art Film Blue is the Warmest Color

  • Li, Nan;Jung, Heonyong
    • International Journal of Advanced Culture Technology
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    • v.10 no.1
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    • pp.10-16
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    • 2022
  • This paper focuses on the aesthetic ideology and aesthetic style embodied in the work of 'Blue is the Warmest Color' to dissect it and examine the identity and construction of identity as a minority group in a postmodern context. Blue is the Warmest Color is a film that focuses on homosexual emotions in adolescent development, showing the budding love and emotional orientation of a 15-year-old girl's adolescence, and the ecstsy and torment that comes with an awakened consciousness. The evolutionary process of the characters' emotional orientations is dissected, pointing out that the central theme of the film is the concern for fluid identity and self-identity. Through the narrative and the setting of the characters' emotional patterns and the "Body Writing" of women, this paper further examine the typical variability and fragmentation of postmodern identity, and interpret in detail the content, messages and effects of the characters' dialogues in the film to illustrate the way in which the work expresses class and identity differences. The research method is based on textual analysis and theoretical research.

Trends of Daylight Environment for Office Spaces Based on Smart-Window Installation Settings (스마트 윈도우 설치 속성에 따른 사무공간의 주광 환경 추이)

  • Jae-Hyang Kim;Seung-Hoon Han
    • New & Renewable Energy
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    • v.19 no.3
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    • pp.13-21
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    • 2023
  • Smart windows are capable of varying their visible light transmittance (VLT) in response to changing environmental conditions. The VLT variability of architectural windows is highly valuable because it enables indoor lighting and energy environments to align with external changes. However, challenges such as high installation costs and assurance of glass visibility have prompted the exploration of alternative solutions, including models incorporating partially applied smart windows., Prior research focused on useful daylight illuminance (UDI) analysis for south-facing office buildings, pointing out suitable areas for smart-window implementation to enhance lighting control. In this study, we broadened this scope by determining optimal smart-window application zones under changing building orientation. Furthermore, we studied the correlation between building orientation and smart-window deployment areas.

A Framework For Non-Touch Multi-Pointing Supporting Haptic Feedback (촉각 피드백 기반의 비접촉식 멀티-포인팅 프레임워크)

  • Kim, Hyun-Gon;Park, Jun-Seok
    • Annual Conference of KIPS
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    • 2011.04a
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    • pp.489-492
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    • 2011
  • 최근 멀티-터치 디바이스에 대한 관심이 증가함에 따라서 멀티-터치 디바이스를 처리하는 시스템 프레임 워크도 같이 연구, 개발되고 있다. 본 논문에서는 기존의 멀티-터치 시스템 프레임워크와는 다른 촉각 피드백을 지원하는 비접촉식 멀티-포인팅 프레임워크에 대해서 소개할 것이다. 이 멀티 포인팅 프레임워크의 목적은 다수의 사용자가 다수의 디바이스를 이용하여, 시스템을 제어하고, 사용자의 입력에 따라서, 시스템으로부터 촉각 피드백을 받을 수 있는 소프트웨어적인 기본 환경을 제공하는 것이다. 이러한 멀티 포인팅 프레임워크를 구성하고 있는 각 파트에 대해서 살펴보고, 실제로 적용된 사례에 대해서 살펴보도록 한다.

Halide Perovskites for X-ray Detection: The Future of Diagnostic Imaging

  • Nam Joong Jeon;Jung Min Cho;Jung-Keun Lee
    • Progress in Medical Physics
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    • v.33 no.2
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    • pp.11-24
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    • 2022
  • X-ray detection has widely been applied in medical diagnostics, security screening, nondestructive testing in the industry, etc. Medical X-ray imaging procedures require digital flat detectors operating with low doses to reduce radiation health risks. Recently, metal halide perovskites (MHPs) have shown great potential in high-performance X-ray detection because of their attractive properties, such as strong X-ray absorption, high mobility-lifetime product, tunable bandgap, low-temperature fabrication, near-unity photoluminescence quantum yields, and fast photoresponse. In this paper, we review and introduce the development status of new perovskite X-ray detectors and imaging, which have emerged as a new promising high-sensitivity X-ray detection technology. We discuss the latest progress and future perspective of MHP-based X-ray detection in medical imaging. Finally, we compare the conventional detection methods with quantum-enhanced detection, pointing out the challenges and perspectives for future research directions toward perovskite-based X-ray applications.

A Study on the Evaluation Method of Structural Safety(Durability) for the Safety Diagnosis of Apartment Housing (공동주택 재건축 안전진단 구조안전성(내구성) 평가 방법에 관한 고찰)

  • Kim, Hong-Seop;Kim, Eun-Young;Jeon, Jun-Seo;Choe, Gyeing-Cheol;Lee, Mun-Hwan
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2023.05a
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    • pp.313-314
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    • 2023
  • This paper summarized the safety diagnosis method in the field of durability among the structural safety suggested in the safety diagnosis manual of the reconstruction project and analyzed the safety diagnosis case. It is expected to be a reference material for safety diagnosis in the field of durability by pointing out cases that are wrong during existing safety diagnosis and cases where diagnostics are likely to make errors.

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Rendezvous Mission to Apophis: V. Wide-Angle Camera Science

  • JeongAhn, Youngmin;Lee, Hee-Jae;Jeong, Minsup;Kim, Myung-Jin;Choi, Jin;Moon, Hong-Kyu;Choi, Young-Jun
    • The Bulletin of The Korean Astronomical Society
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    • v.46 no.2
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    • pp.59.1-59.1
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    • 2021
  • The Korean spacecraft for the exploration of Apophis will be equipped with an optical navigation camera with a wide-angle lens. The major purpose of the wide-angle camera is to capture imagery during the rendezvous phase in order to determine the spacecraft's position and the pointing direction relative to the asteroid Apophis. Two potential sciences, however, can be achieved by the wide-angle camera: (1) to measure the high-order gravity terms, and (2) to capture possible ejecting small particles. In this presentation, we will discuss instrument specification and operation scenario required to accomplish the given science objectives.

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The Impact of US Export Controls on Korean Semiconductor Exports

  • HANHIN KIM;JAEHAN CHO
    • KDI Journal of Economic Policy
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    • v.46 no.3
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    • pp.1-23
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    • 2024
  • This study empirically investigates the impact of recent US export controls on China on South Korea's semiconductor exports. We analyze South Korean export data to shed light on the repercussions of US export restrictions on a third country. Our findings reveal a significant decline in Korean semiconductor exports following the October 2022 imposition of US controls. This decline was most pronounced in the memory, discrete devices, and discrete device components subsectors of the semiconductor industry. In addition, we observed a decrease in unit prices, especially for memory semiconductors, pointing to downward pressure on South Korea's high-value-added semiconductor exports. These results provide some evidence of substantial negative impacts of US export controls on South Korea's semiconductor industry, and particularly with regard to its high-tech products.

Ecological Education in Southeast Asia Ecocriticism: Ecocritical Approaches to Children's Literature in Vietnam

  • Bui Thi Thu Thuy
    • SUVANNABHUMI
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    • v.16 no.2
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    • pp.91-113
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    • 2024
  • Since the last years of the twentieth century, the approach to children's literature from ecocriticism has been discussed in academic fora around the world, especially in the US and Europe. In Southeast Asia, with the foundation of the ASEAN Association of Environment and Literature in 2016, there have been scholarly discussions about the capacity of children's literature to enhance ecological awareness in the region. In Vietnam, since the early years of the 21st century, with the increasing reception of ecocriticism from outside, children's literary works have become the subject of ecocriticism. This article examines scholarly works approaching children's literature in Vietnam, pointing out how they elucidate messages about environmental education. By studying Vietnamese ecocritical scholarship of various types including research, commentaries, and criticism on children's literature, this article argues that ecological education is a prominent feature in the relationship between ecocriticism and children's literature in Vietnam. As such, Vietnamese ecocriticism of children's literature shares the prominent argument of international materials on children's literature and ecocriticism, particularly in Southeast Asia.

Design of Internal Coupling Structure for Touch Panel Devices Using Optical Coupling of a Pen-Shaped Light Source with Optical Waveguides (광원을 내장한 펜의 출력광과 광 도파로의 광 결합을 이용하는 터치 패널 장치의 내부 광 결합 구조 설계)

  • Park, Dae-Seo;Kim, Dae-Jong;O, Beom-Hoan;Park, Se-Geun;Lee, El-Hang;Lee, Seung-Gol
    • Korean Journal of Optics and Photonics
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    • v.20 no.2
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    • pp.128-133
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    • 2009
  • In this paper, an optical touch panel device is newly proposed, with operating principle based on the optical coupling between a pointing pen having a built-in light source and perpendicularly crossed optical waveguide arrays. In order to enable an external light to couple into a waveguide core, the auxiliary pyramidal structures are introduced into all intersecting points located periodically along optical waveguides. The shape is optimized for minimizing the unwanted propagation loss due to the same structure by a ray tracing method. For the optical waveguide with the size of $50{\times}50{\mu}m^2$, the bottom width, height, and slope angle of the optimized pyramidal structure are $50{\mu}m$, $22.5{\mu}m$, and $42^{\circ}$, respectively. The optical coupling efficiency of about 97.8% and the average propagation loss of 0.3 dB/mm were achieved for the optimized touch panel. Finally, it is found from the tolerance analysis that tilting of the pen up to ${\pm}12^{\circ}$ can be allowed.