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Self-supervised Learning Method using Heterogeneous Mass Corpus for Sentence Embedding Model (이종의 말뭉치를 활용한 자기 지도 문장 임베딩 학습 방법)

  • Kim, Sung-Ju;Suh, Soo-Bin;Park, Jin-Seong;Park, Sung-Hyun;Jeon, Dong-Hyeon;Kim, Seon-Hoon;Kim, Kyung-Duk;Kang, In-Ho
    • Annual Conference on Human and Language Technology
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    • 2020.10a
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    • pp.32-36
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    • 2020
  • 문장의 의미를 잘 임베딩하는 문장 인코더를 만들기 위해 비지도 학습과 지도 학습 기반의 여러 방법이 연구되고 있다. 지도 학습 방식은 충분한 양의 정답을 구축하는데 어려움이 있다는 한계가 있다. 반면 지금까지의 비지도 학습은 단일 형식의 말뭉치에 한정해서 입력된 현재 문장의 다음 문장을 생성 또는 예측하는 형식으로 문제를 정의하였다. 본 논문에서는 위키피디아, 뉴스, 지식 백과 등 문서 형태의 말뭉치에 더해 지식인이나 검색 클릭 로그와 같은 구성이 다양한 이종의 대량 말뭉치를 활용하는 자기 지도 학습 방법을 제안한다. 각 형태의 말뭉치에 적합한 자기 지도 학습 문제를 설계하고 학습한 경우 KorSTS 데이셋의 비지도 모델 성능 평가에서 기준 모델 대비 7점 가량의 성능 향상이 있었다.

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High Speed and Sensitive X-ray Analysis System with Automated Aberration Correction Scanning Transmission Electron Microscope

  • Inada, Hiromi;Hirayama, Yoichi;Tamura, Keiji;Terauchi, Daisuke;Namekawa, Ryoji;Shichiji, Takeharu;Sato, Takahiro;Suzuki, Yuya;Ohtsu, Yoshihiro;Watanabe, Keitaro;Konno, Mitsuru;Tanaka, Hiroyuki;Saito, Koichiro;Shimoyama, Wataru;Nakamura, Kuniyasu;Kaji, Kazutoshi;Hashimoto, Takahito
    • Applied Microscopy
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    • v.45 no.1
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    • pp.1-8
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    • 2015
  • We have developed a new HD-2700 (Hitachi High-Technologies Corp., Japan) scanning transmission electron microscope (STEM) that includes an automatic aberration correction function, and a large-solid-angle energy-dispersive X-ray spectroscopy detector that enables high-resolution and sensitive analysis. For observation with atomic resolution, using spherical-aberration-corrected STEM, in order that satisfactory performance of the device can be achieved readily, and within a short time, irrespective of the operator's skill level, a spherical-aberration-correction device with an automatic aberration-correction function was developed. This automatic aberration-correction function carries out the entire correction-related process (aberration measurement, selection and correction) automatically, with automatic selection of the aberrations that require correction, and automatic measurement of the appropriate corrections.

Pre-applied Underfill Technology

  • Todd Michael;Tang Hao;Shi Gary;Crane Larry;Carson George
    • Proceedings of the International Microelectronics And Packaging Society Conference
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    • 2004.09a
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    • pp.243-255
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    • 2004
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Localized Fibrosing Mediastinitis with Superior Vena Caval(SVC) Syndrome (국소적 섬유화 세로칸염에 의해 유발된 상대정맥증후군 1예)

  • Shin, Sang Yun;Kim, Beom Kyung;Park, Byung Hoon;Park, Seon Cheol;Park, Jun Chul;Soon, Myoung Kyun;Lee, Seung Yul;Im, Eui;Jeon, Han Ho;Jung, Kyung Soo;Jeong, Jae Heon;Choi, Yu Ri;Kang, Kyoung Hoon;Choi, Yoon Jung;Hong, Yong Kook;Kim, Chong Ju
    • Tuberculosis and Respiratory Diseases
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    • v.63 no.4
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    • pp.387-391
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    • 2007
  • Fibrosing mediastinitis is a rare disease that is characterized by the proliferation of dense fibrous tissue of the mediastinum. The pathogenesis of fibrosing mediastinitis is unknown in most cases. However, histoplasmosis, tuberculosis, autoimmune disease, radiation therapy, and other idiopathic fibroinflammatory diseases have been implicated in some cases. Most clinical features are related to an obstruction or compression of the mediastinal structure. Fibrosing mediastinitis is often progressive and occurs diffusely throughout the mediastinum. We encountered a case of fibrosing mediastinitis of a very focal lesion without evidence of mediastinal involvement. The condition was confirmed by biopsy and graft bypass surgery was performed because of SVC syndrome.

Modeling and Analysis of an Avionic Battery Discharge Regulator

  • Chen, Qian;Yu, Haihong;Huang, Xiaoming;Lu, Yi;Qiu, Peng;Tong, Kai;Xuan, Jiazhuo;Xu, Feng;Xuan, Xiaohua;Huang, Weibo;Zhang, Yajing
    • Journal of Power Electronics
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    • v.16 no.3
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    • pp.1218-1225
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    • 2016
  • The avionic battery discharge regulator (BDR) plays an important role in a power-conditioning unit. With its merits of high efficiency, stable transfer function, and continuous input and output currents, the non-isolated Weinberg converter (NIWC) is suitable for avionic BDR. An improved peak current control strategy is proposed to achieve high current-sharing accuracy. Current and voltage regulators are designed based on a small signal model of a three-module NIWC system. The system with the designed regulators operates stably under any condition and achieves excellent transient response and current-sharing accuracy.