• Title/Summary/Keyword: GPT2

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Effects of Foliar Spray of Kinetin (6-Furfurylaminopurine) on the Growth of Mulberry Tree and the Metabolic Activties in the Leaves (II) (Kinetin (6-Furfurylaminopurine)의 엽면살포가 상수의 생장 및 생체내 대사에 미치는 영향 (II))

  • 이재와;김문협;문재유
    • Journal of Sericultural and Entomological Science
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    • v.20 no.1
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    • pp.5-10
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    • 1978
  • The effects of foliar spray of Kinetin (6-Furfurylaminopurine) on the growth of mulberry tree and the metabolic activities in the leaves were measured. The results of this experimented are summarized as follows: 1. Foliar application of Kinetin was effective in increasing of leaf area, the fresh and dry weight of the leaves, the length and diameter of shoots. 2. Chlorophyll content was generally increased in all treated leaves. 3. All the treated leaves were higher in GOT activity than the control leaves but were lower in GPT activities. 4. The activities of the carbohydrate metabolism in the mulberry leaves were higher than that of the control in all treated leaves.

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Effect of Natural Drugs on the Life Support of Starving Rats (기아를 일으킨 흰쥐의 생명연장에 미치는 천연약물의 효과)

  • 박시원;이현아
    • YAKHAK HOEJI
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    • v.39 no.1
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    • pp.14-23
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    • 1995
  • The current study was undertaken to select the crude drug showing life prolonging effect on the starved rats(Sprague-Dawley) and elucidate the reaction mechanism there of. As distilled water extracts prepared from twenty kinds of natural drugs were administered orally to female starved rats, Bupleuri Radix demonstrated the most prominent effect with 34.6% increment in the survival time. To investigate underlying mechanism of life prolonging effect of Bupleuri Radix, the concentrations of adrenocorticosteroids(corticsterone, testosterone and aldosterone) and enzyme activities of superoxide dismutase(SOD), glutamate oxaloacetate transaminase(GOT), glutamate pyrurate transaminase(GPT) were assayed in the serums of rats starved for, 2, 4 and 6 days respectively. The results manifested much elevated values of corticosterone, aldosterone(2 days) and rather decreasing tendency afterwards, specially in the late periods of starvation(6 days). With respect to such a considerable changes according to starvation periods, Bupleur Radix restored these values much near to normal suggesting that Buplerum Radix may play a life prolonging action during starvation probably through reinforcing the homeostatic properties of corticosteroids and some enzyme activities.

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Automatic Review Generation for Delivery Restaurant using Deep Learning Models (딥러닝을 이용한 배달 음식점 리뷰 자동 생성)

  • Kim, Nagyeong;Jo, Hyejin;Lee, Hyejin;Jung, Yuchul
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2021.01a
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    • pp.231-232
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    • 2021
  • 본 논문에서는 딥러닝 모델 중 Keras 기반 LSTM 모델과 KoGPT-2 모델을 이용하여 학습한 결과를 바탕으로 카테고리 별 키워드 기반의 배달 음식점 리뷰를 생성하는 방법을 제안한다. 데이터는 주로 맛, 양, 배달, 가격으로 구성되어 있으며 이를 카테고리 별로 구분하였다. 또한 새롭게 생성된 텍스트는 의미와 문맥을 판단하여 기존 리뷰 데이터와 비슷하게 구현하였다. 모델마다 성능을 비교하기 위해 정량적, 정성적 평가를 진행하였다.

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Image captioning and video captioning using Transformer (Transformer를 사용한 이미지 캡셔닝 및 비디오 캡셔닝)

  • Gi-Duk Kim;Geun-Hoo Lee
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2023.01a
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    • pp.303-305
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    • 2023
  • 본 논문에서는 트랜스포머를 사용한 이미지 캡셔닝 방법과 비디오 캡셔닝 방법을 제안한다. 트랜스포머의 입력으로 사전 학습된 이미지 클래스 분류모델을 거쳐 추출된 특징을 트랜스포머의 입력으로 넣고 인코더-디코더를 통해 이미지와 비디오의 캡션을 출력한다. 이미지 캡셔닝의 경우 한글 데이터 세트를 학습하여 한글 캡션을 출력하도록 학습하였으며 비디오 캡셔닝의 경우 MSVD 데이터 세트를 학습하여 학습 후 출력 캡션의 성능을 다른 비디오 캡셔닝 모델의 성능과 비교하였다. 비디오 캡셔닝에서 성능향상을 위해 트랜스포머의 디코더를 변형한 GPT-2를 사용하였을 때 BLEU-1 점수가 트랜스포머의 경우 0.62, GPT-2의 경우 0.80으로 성능이 향상됨을 확인하였다

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Research on Lyric Generation conditioned on Accompaniment using T5 (T5 모델을 활용한 반주 기반 가사 생성 기법에 관한 연구)

  • Gi-Tae Jang;Tae-Heon Jin;Doo-Sang Kim
    • Proceedings of the Korea Information Processing Society Conference
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    • 2024.05a
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    • pp.574-575
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    • 2024
  • 본 논문은 T5(Text-To-Text Transfer Transformer) 모델을 활용한 반주 기반 가사 생성 기법을 제안하였다. 텍스트 이벤트 형식으로 변환한 정제된 반주를 "가사 생성" Task Token과 같이 T5에 적용하여 입력된 반주에 상응하는 가사를 생성하는 방식이다. 본 논문에서 제안한 방식의 성능 검증을 위해 Transformer, GPT-2, BART를 이용하여 가사를 생성한 출력물을 BLEU(Bilingual Evaluation Understudy) 값과 감정분석 일치도(Emotion Analysis Consistency) 결과값을 통해 비교 평가하였다. 본 논문에서 제안한 T5를 이용한 방식이 Transformer, GPT-2, BART를 사용하는 방식보다 우수한 결과를 얻었다.

Screening of Hepatoprotective Substances from Higher Fungi by Primary Cultured Rat Hepatocytes intoxicated with Carbon Tetrachloride ($CCl_4$로 독성을 유발시킨 초대배양 간세포를 이용한 고등균류로부터 간세포 보호물질의 검색)

  • Lee, June-Woo;Han, Man-Deuk;Lee, Kweon-Haeng
    • The Korean Journal of Mycology
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    • v.20 no.4
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    • pp.347-353
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    • 1992
  • Hepatoprotective effects of polysaccharides extracted from liquid cultured mycelia were screened by measuring the glutamic pyruvate transaminase activity of the primary cultured rat hepatocytes intoxicated with carbon tetrachloride. Sixty among 75 isolates of higher fungi showed to be hepatoprotective effect, and these were 13 of Ganoderma lucidum, 5 of Lentinus edodes, 1 of Pleurotus ostereatus, 4 of Coriolus versicolor, 2 of Lyophyllum spp., 7 of Grifora frondosa, 3 of Agaricus spp., 14 of Schizophyllum commune and 11 of Cordyceps spp.. Especially, 10 isolates, Ganoderma lucidum IY003 and IY009, Lentinus edodes IY103, Lyophyllum sp. IY402, Agaricus sp. IY701 and IY703, Schizophyllum commune IY804, IY810 and IY818, Cordyceps sp. IY902, were indicated below 80% of glutamic pyruvate transaminase activity.

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Risk Factors Analysis of Alcoholic Liver Diseases by Ultrasonography (초음파검사에 의한 알코올성 간질환의 위험요인 분석)

  • Lee, Man-Koo;Han, Nam-Sook;Lim, Cheong-Hwan;Jung, Hong-Ryang;Cho, Jung-Keun
    • The Journal of the Korea Contents Association
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    • v.9 no.3
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    • pp.185-194
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    • 2009
  • This research attempted to find risk factors of alcoholic liver diseases by ultrasonography at the K image medicine clinic center located in Kwangju city, Kyunggi-Do from March to May, 2007. Six risk factors were selected for this study, age, sex, frequency of alcohol drinking, body mass index(BMI), cholesterol and GPT. The data collected from 353 patients of aged between 20 and 69. This study found the relationships between liver diseases and alcohol drinking style by liver ultrasonography. The results of the analyses showed that the male were 2.12 times more likely to have liver diseases than the female. The persons drinking alcohol more than 3 times per week had 2.37 times higher likelihood of showing liver diseases than below 2 times per week or non drinking at all.. The persons with normal body mass index have 0.52 times lower probability of liver diseases than the persons with abnormal BMI. The persons with abnormal cholesterol level have 9.13 times higher probability of liver diseases. The persons with abnormal GPT have 4.66 times higher probability of liver diseases. The results of this study suggested applying ultrasonography in health promotion programs for diagnosis of liver diseases.

Effects of rutin and hesperidin on total cholesterol concentration, transaminase and alkaline phosphatase activity in $CCl_4$ treated rats (루틴과 헤스페리딘이 간 독성을 일으킨 흰쥐의 cholesterol 함량, transaminase, alkaline phosphatase 효소활성에 미치는 영향)

  • Son, Heung-Soo;Kim, Hyun-Sook;Ju, Jin-Soon
    • Applied Biological Chemistry
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    • v.34 no.4
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    • pp.318-326
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    • 1991
  • This study was devised to investigate the effects of flavonoids on carbon tetrachloride toxicity of rats. Through the experiments, the contents of total cholesterol, transaminase(GOT, GPT) and alkaline phosphatase(Alk. P) activities in the liver and serum were determined. The results obtained are summarized as follows; (1) The liver cholesterol concentration of flavonoid injected groups were remarkably increased up to 45% at 2 days after $CCl_4$ injection and then the values were almost recovered to the level of control group at 4 days after $CCl_4$ injection. The increase of serum cholesterol content was inhibited by the flavonoids after $CCl_4$ injection, but the result was not significant. (2) Flavonoids injection was found to have the ability to decrease the elevated serum GOT, Alk. P activities resulting from injection of $CCl_4$ and induce rapid recovery from such an elevated level and the extent of such a decreasing action was greatest in hesperidin injection group. The liver microsomal Alk. P and GOT activities were not affected by the treatment of flavonoids. (3) The elevated serum and liver microsomal GPT activities induced by $CCl_4$ injection were inhibited by the injection of flavonoids.

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Effects of Biphenyldimethyl dicarboxylate(DDB) on the Lipid Peroxidation, Oxygen Free Radical Scavenging Enzymes Activities and Hepatic Functions in Ethanol-induced Hepatotoxic Rats (Biphenyldimethyl dicarboxylate(DDB)가 Ethanol 유발 간독성 흰쥐에서의 지질 과산화와 Oxygen Free Radical 제거 효소 활성도 및 간기능에 미치는 영향)

  • Song, Ho-Yeon;Ha, Kyung-Ran;Koh, Hyun-Chul;Shin, In-Chul;Suh, Tae-Kyu
    • The Korean Journal of Pharmacology
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    • v.30 no.2
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    • pp.217-225
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    • 1994
  • In an attempt to define the effects of Biphenyldimethyl dicarboxylate(DDB) on the lipid peroxidation, oxygen free radical scavenging enzymes activities and hepatic functions in ethanol-induced hepatotoxic rats, we studies malondialdehyde(MDA) level and the activities of catalse, superoxide dismutase(SOD), glutamic-oxaloacetic transaminase(GOT) and glutamic-pyruvic transaminase(GPT) in liver of the rats at 24, 48 and 72 hr after the injection of ethanol and DDB. Sprague-Dalwey albino rats weighing 250 to 280gm were injected intraperitoneally with ethanol(2.5 gm/kg ) only and ethanol plus DDB(300mg/kg ). The result obtained can be summarized as follows : 1) The group treated with ethanol showed significantly higher MDA level and lower catalase and SOD activities at 24, 48 and 72hr after the injection as compared with that of control group. 2) The group treated with ethanol showed significantly higher GOT and GPT activities at 24, 48 and 72hr after the injection as compared with that of control group. 3) The group treated with ethanol plus DDB showed significantly lower MDA level and higher catalase and SOD activities at 24, 48 and 72 hr after the injection as compared with that of ethanol group. 4) The group treated with ethanol plus DDB showed significantly lower GOT and GPT activities at 24, 48 and 72 hr after the injection as compared with that of ethanol group. These results suggest that the excessive oxygen free radicals resulting from the depression of the activities of catalase and superoxide dismutase is an important determinant in pathogenesis of ethanol-induced hepatotoxicity and DDB has antioxidant effects.

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