• Title/Summary/Keyword: GPT2

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Reduction of Cadmium Poisoning by Polyphenol Compounds Prepared from Persimmon Leaves (Diospyros kaki folium) (감나무 잎(Diospyros kaki folium)으로부터 분리한 Polyphenol 화합물이 카드뮴 중독 흰쥐의 피해경감 효과에 미치는 영향)

  • Jo, Guk-Young;Choi, Hee-Jin;Son, Jun-Ho;Bae, Du-Kyung;Woo, He-Sob;An, Bong-Jeon;Bae, Man-Jong;Choi, Cheong
    • Applied Biological Chemistry
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    • v.42 no.4
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    • pp.361-365
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    • 1999
  • In order to inspect safety and function regarding the reduction of cadmium poisoning by polyphenol compounds prepared from persimmon leaves (Diospyros kaki folium), animal test was done. Rats, group P-1 and P-2, were treated with cadmium and polyphenols of persimmon leaves. A control was just treated with cadmium. GOT activities in P-1 and in P-2 were lower than that of the control without considerable difference, whereas GPT activities decreased in P-1 and P-2. The SOD activity of liver tissue increased in P-l and P-2 compared with that of the control. GST activity was higher than that of the control without considerable difference in P-1; however, it increased in P-2. Lipid peroxide value considerably increased in both P-1 and P-2.

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Studies on the Amino acid Metabolism of Young Rice Roots(Part I) -Effects of Various Nitrogen Compounds for Growth of Rise Roots and Transaminase Activity- (수도근(水稻根)의 Amino산(酸) 대사(代謝)에 관(關)한 연구(硏究) -제1보(第一報) 수도근(水稻根)의 생장(生長)과 Transaminase의 활성(活性)에 미치는 각종질소화합물(各種窒素化合物)의 영향(影響)-)

  • Kim, Kwang-Sik
    • Applied Biological Chemistry
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    • v.11
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    • pp.143-149
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    • 1969
  • In order to investigate the inter-relation with the growth of the rice-root and its transaminase-activity, by measuring the growth of its root and transaminase-activity supplying this root with various nitrogen Compounds($NO_3$-N, $NH_4$-N and Amino acid.). The obtained results are summarized as follows; 1. Growth of rice-root supplied with $NO_3$-N is generally increased in length and weight, compared with that of the root fertilized by $NH_4$-N. 2. The above-metnioned root with $NH_4$-N is not only decreased in its weight and length but also is apt to inhibited its growth as the nitrogen concentruration is increased, in compared with the root provided with $NO_3$-N. 3. The activity of G.O.T. and G.P.T. for the root fertilized by $NH_4$-N, the badly grown root is generally increased, while of the root supplied with $NO_3$-N is decreased. 4. The activity of G.O.T. and G.P.T. for the root provided with amino acid known as the considerable growth inhibiting compound is generally decreased, while that of the badly-grown root is increased. 5. The activity of G.O.T. and G.P.T. in the supernatant fraction of the rice-root is for the most part, high and low in the mitochondrial fraction.

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A Basic Study on User Experience Evaluation Based on User Experience Hierarchy Using ChatGPT 4.0 (챗지피티 4.0을 활용한 사용자 경험 계층 기반 사용자 경험 평가에 관한 기초적 연구)

  • Soomin Han;Jae Wan Park
    • The Journal of the Convergence on Culture Technology
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    • v.10 no.2
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    • pp.493-498
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    • 2024
  • With the rapid advancement of generative artificial intelligence technology, there is growing interest in how to utilize it in practical applications. Additionally, the importance of prompt engineering to generate results that meet user demands is being newly highlighted. Exploring the new possibilities of generative AI can hold significant value. This study aims to utilize ChatGPT 4.0, a leading generative AI, to propose an effective method for evaluating user experience through the analysis of online customer review data. The user experience evaluation method was based on the six-layer elements of user experience: 'functionality', 'reliability', 'usability', 'convenience', 'emotion', and 'significance'. For this study, a literature review was conducted to enhance the understanding of prompt engineering and to grasp the clear concept of the user experience hierarchy. Based on this, prompts were crafted, and experiments for the user experience evaluation method were carried out using the analysis of collected online customer review data. In this study, we reveal that when provided with accurate definitions and descriptions of the classification processes for user experience factors, ChatGPT demonstrated excellent performance in evaluating user experience. However, it was also found that due to time constraints, there were limitations in analyzing large volumes of data. By introducing and proposing a method to utilize ChatGPT 4.0 for user experience evaluation, we expect to contribute to the advancement of the UX field.

Effect of Jujube Methanol Extract on the Hepatotoxicity in $CCl_4$-Treated Rats (대추 메탄을 추출물이 사염화탄소투여에 의한 흰쥐의 간 세포독성에 미치는 영향)

  • 나현숙;김경수;이명렬
    • Journal of the Korean Society of Food Science and Nutrition
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    • v.25 no.5
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    • pp.839-845
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    • 1996
  • To investigate effects of Jujube methanol extract on the carbon tetrachloride-induced liver damage in rats, experimental animals were divided into 4 groups; control group(CON), Jujube methanol extracttreated group(JME), $CCl_4$- treated groups(CCl), and Jujube methanol extract and $CCl_4$-treated group (JMC). Each group was sacrificed after 2 or 4week feeding and determined the activities of serum transaminase(GOT, GPT) and hepatic xanthine oxidase, superoxide dismutase(SOD), catalase and glutathione peroxidase(GSH-Px), and hepatic contents of thiobarbituric acid-reactants(TBARS) and glutathione in liver. The activities of sGOT and sGPT, and the hepatic content of TBARS after $CCl_4$-treatment were markedly increased, compared to CON, but those levels were significantly decreased by the pretreatment of Jujube methanol extract, especially in sGOT after 2 and 4 week and TBARS after 4week respectively. Xanthine oxidase activity was increased by $CCl_4$- treatment as compared to CON, but it was also inhibited by the pretreatment of Jujube methanol extract for 2 and 4 week. The activities of SOD, catalase and GSH-Px were elevated by $CCl_4$-treatment, compared to CON, but those elevated activities were showed significant decreasing effect by pretreatment of Jujube methanol extract after 2 and 4week as compared to CON, however, hepatic catalase activity was not affected significantly. These results suggest that Jujube methanol extract is believed to be a possible protective effect for the carbon tetrachloride-induced hepatotoxicity in rats.

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Effects of Sachunghwan Extract on Liver Damage in Thioacetamide Induced Rats (사청환(瀉靑丸)이 thiaocetamide에 의한 백서(白鼠) 간손상(肝損傷)에 미치는 영향)

  • Chai, Jung-Won
    • The Journal of Pediatrics of Korean Medicine
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    • v.21 no.2
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    • pp.89-96
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    • 2007
  • Objectives The purpose of this study is to examine of the effect of Sachunghwan on the liver disease. Methods It was induced liver damage rats by thioacetamide and dosed the extract orally and measured the activity rate of GOT, GPT, ALP and LDH. Results 1. GOT activity was more decreased in the experimental goup than in the control goup. Group I showed continuous significance after 72 hour, Group II was significance after 96 hours. 2. GPT activity was more decreased in the experimental group than in the control group. Group I was effective after 72 hours, but group II was effective after 96 hours. 3. The significance of ALP activity in the Group I and group II was revealed after 72 hours. 4. The significance of LDH activity in the Group I and group II was revealed after 96 hours. Conclusions It was showded that Sachunghwan extract was effective on liver disease.

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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.