• Title/Summary/Keyword: GPT-2

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Application of ChatGPT text extraction model in analyzing rhetorical principles of COVID-19 pandemic information on a question-and-answer community

  • Hyunwoo Moon;Beom Jun Bae;Sangwon Bae
    • International journal of advanced smart convergence
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    • v.13 no.2
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    • pp.205-213
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    • 2024
  • This study uses a large language model (LLM) to identify Aristotle's rhetorical principles (ethos, pathos, and logos) in COVID-19 information on Naver Knowledge-iN, South Korea's leading question-and-answer community. The research analyzed the differences of these rhetorical elements in the most upvoted answers with random answers. A total of 193 answer pairs were randomly selected, with 135 pairs for training and 58 for testing. These answers were then coded in line with the rhetorical principles to refine GPT 3.5-based models. The models achieved F1 scores of .88 (ethos), .81 (pathos), and .69 (logos). Subsequent analysis of 128 new answer pairs revealed that logos, particularly factual information and logical reasoning, was more frequently used in the most upvoted answers than the random answers, whereas there were no differences in ethos and pathos between the answer groups. The results suggest that health information consumers value information including logos while ethos and pathos were not associated with consumers' preference for health information. By utilizing an LLM for the analysis of persuasive content, which has been typically conducted manually with much labor and time, this study not only demonstrates the feasibility of using an LLM for latent content but also contributes to expanding the horizon in the field of AI text extraction.

Effects of Injinsaryung-san on Experimental Liver Damage in Rats (인진사령산이 흰쥐 간손상(肝損傷)에 미치는 영향(影響))

  • Pyo, Im-Jeong;Lee, Jang-Hun;Woo, Hong-Jong;Kim, Byung-Woon
    • The Journal of Korean Medicine
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    • v.16 no.2 s.30
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    • pp.281-298
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    • 1995
  • The following results were made by observation GOT, GPT, ALP, total cholesterol and higlyceride in serum to research the effects of medicines which are Injinsaryungsan(Sample- A) and another medicine(Sample-B) of which Injin(Artemisiae Capillaris Herba)was increased in quantity on liver damaged by $CCl_4$ and d-galactosamine in rats. 1. The high concentrated extracts of Sample A group and Sample- B group showed significant inhibltory effects on the increase of serum GPT, ALP, LDH, total cholesterol and triglyceride levels induced by $CCl_4$ and d-galactosamine. 2. The high concentrated extracts of sample A group and Sample B group showed more significant inhibitory effects(P〈0.001) than the low ones' effects(P〈0.01) on the increase of serum triglyceride level induced by $CCl_4$ 3. Sample-A group showed significant inhibitory effects on the increase of serum GOT, GPT. ALP, total cholesterol and triglyceride levels, but no significance on the increase of serum LDH level induced by d-galactosamine. 4. Sample-B group showed very significant inhibitory effects on the increase of serum GOP, GPT, ALP, LDH, total cholesterol and triglyceride levels induced by d-galactosamine. 5. As compared with Sample-A group, Sample-B group of which Injin was increased in quantity showed more significant inhibitory effects on all items of this experiment induced by $CCl_4$ and d-galactosamine. As mentioned above. it seemed that both Injinsaryungsan and another medicine of which Injin was increased in quantity had effects protecting liver and anti-fatty liver induced by $CCl_4$ and d-galactosamine in rats. Specially Sample-B group had very significant effects on liver damage as compared with Sample-B group. Therefore it seems that more researches on variation according to the increase of Injin dose must be continued for curing liver diseases.

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The protective effect of the MeoH extract of Ikhwangsan against galactosamine-induced hepatotoxicity in rat (익황산(益黃散)이 galactosamine으로 유도(誘導)한 간중독((肝中毒) 흰쥐에 미치는 영향(影響))

  • Kim, Mi-Ji;Kim, Jang-Hyun
    • The Journal of Dong Guk Oriental Medicine
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    • v.5
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    • pp.167-186
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    • 1996
  • This study aimed to evaluate the protective effect of the MeoH extract of Ikhwangsan against galactosamine-induced hepatotoxicity. In the experiments, after treated with Ikhwangsan methanol extract to the rats for 15days and then induced hepatotoxicity with galactosamine for 2days. Then content of glutathione, level of lipid peroxide and activity of GOT GPT in the hepatic tissue, activity of GOT GPT ${\gamma}$-GTP ALP and ratio albumin/globulin in serum were measured. The results were obtained as followed : 1. The content of hepatic glutathione was significantly reduced by galactosamine. The test group which have been pre-treated by Ikhwangsan was confirmed considerably increased. 2. The level of hepatic lipid peroxide was increased by galactosamine. The test group which have been pre-treated by Ikhwangsan was confirmed considerably reduced. 3. The activity of GOT GPT in the hepatic tissue was significantly constrained by galactisamine. The test group which have been pre-treated by Ikhwangsan was confirmed considerably increased. 4. The activity of GOT GPT in serum was increased by galactosamine. The test group which have been pre-treated by Ikhwangsan was confirmed considerably reduced. 5. The activity of ${\gamma}$-GTP in serum was increased by galactosamine. The test group which have been pre-treated by Ikhwangsan was reduced. 6. The activity of ALP in serum was increased by galactosamine. The test group which have been pre-treated by Ikhwangsan was confirmed considerably reduced. 7. The ratio albumin/globulin in serum was reduced by galactosamine. The test group which have been pre-treated by Ikhwangsan was increased.

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Studies on the amino acid metabolism of young rice root (Part 3) - Effects of nitrogen, phosphorus, potassium and respiratory inhibitor on the enzyme activities of rice root - (수도근(水稻根)의 Amino산(酸) 대사(代謝)에 관한 연구 -제(第) 3 보(報) 수도근(水稻根)의 몇가지 효소(酵素)의 활성(活性)에 미치는 삼요소(三要素)및 호흡저해제(呼吸沮害劑)의 영향(影響))

  • Kim, Young Ung
    • Korean Journal of Soil Science and Fertilizer
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    • v.7 no.4
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    • pp.201-207
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    • 1974
  • Some effects of nitrogen, phosphorus, potassium and respiratory inhibitor on growth of rice plant and activity of GOT, GPT and peroxidase for the rice root were investigated. Obtained results were summarized as follows: 1. Growth of rice root and plant applied with $NO_3$-N in culture solution was generally increased in the length and weight compared with that of $NH_4$-N plot. On the other hand, the GOT, GPT and peroxidase activity was more increased in the $NH_4$-N plot than in the $NO_3$-N plot. 2. Oxidative power of ${\alpha}$-naphthylamine in rice root was stronger in the $NO_3$-N plot than in the $NH_4$-N plot. 3. When rice plant was cultured in the medium which did not supplied nitrogen, phosphorus or potassium, respectively, GOT activity was more decreased than GPT activity, while peroxidase activity was increased mostly in the potassium-free plot. 4. When rice plant was cultivated in the culture solution added respiratory inhibitor, NaF, plant height was shortened in the order of nitrogen-free > $NH_4$-H > urea-N > $NO_3$-N plot, and GOT and GPT activity was also decreased in the order of nitrogen-free > $NH_4$-N > urea-N > $NO_3$-N plot.

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Protective Effects of Extracts of Protaetia brevitarsis on Carbon tetrachloride-induced Hepatotoxicity in the Mice (사염화탄소에 의해 유발된 흰쥐의 간독성에 미치는 흰점박이꽃무지 추출물의 간보호 효과)

  • Chon, Jeong-Woo;Kweon, HaeYong;Jo, You-Young;Yeo, Joo Hong;Lee, Heui Sam
    • Journal of Sericultural and Entomological Science
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    • v.50 no.2
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    • pp.93-100
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    • 2012
  • To investigate the effects of Protaetia. brevitarsis extracts on the protection against liver damage by carbon tetrachloride($CCl_4$) in rat, two kinds of experiment were performed, firstly by the primary hepatocyte culture and secondly by the animal feeding. The primary hepatocyte culture with the extracts of P.brevitarsis showed significantly low activities of GPT, bile acid, and bilirubin, indicating an excellent protective effect against liver damage by $CCl_4$. Especially, below molecular weight 1,000 blew the water to have 32.1% recovery degree. In the seconde experiment, serum GPT activity was significantly decreased in water fraction of P. brevitarsis compared to $CCl_4$ treatment by 98.2%. Serum concentration of bile acid and bilirubin were tended to increased by $CCl_4$ treatment, but water fraction of P. brevitarsis and silymarin recovered the level. These consistent results in vitro and in vivo suggest that the extracts of P. brevitarsis may have strong protective effects against liver damage induced by the potential toxicants such as $CCl_4$.

Effects of Lycii fructus extract on Experimentally Induced Liver Damage and Alloxan Diabetes in Rabbits (구기자(枸杞子) 추출물(抽出物)이 가토(家兎)의 실험적(實驗的) 간장장애(肝臟障碍) 및 alloxan당뇨병(糖尿病)에 미치는 영향(影響))

  • Sheo, Hwa-Joong;Jun, Sung-Joo;Lee, Myung-Yul
    • Journal of the Korean Society of Food Science and Nutrition
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    • v.15 no.2
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    • pp.136-143
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    • 1986
  • These studies were carried out to investigate effects of Lycii fructus extract on experimentally CC14-induced liver damage and alloxan-induced diabetes in rabbits and acute toxicity using mice. $LD_{50}(mg/kg)$ of Lycii fructus extract(L.F.E.) was 12.17g/kg by intraperitoneal administration in mice. L.F.E. showed more rapid recuperation compared to the control group in CC14-intoxicated rabbits and 800mg/kg was the most effective. Especially GPT activity and total bilirubin level showed an apparant decreasing effect within 6 days and 8 days, respectively in 800mg/kg. But any differences were not observed in alkaline phosphatase and total cholesterol between sample and control group. Large amount administered group exhibited more excellent hypoglycemic effect in alloxan-induced diabetes of rabbits, that is, it was significant to the control group after 4 days and adjacent to the normal level on 12th day. And GPT activity was gradually decreased and showed clear decreasing effect after 6 days. It is suggested that L.F.E. can be administered not only as therapeutic agents (such as liver tonics or antidiabetetics) but also a natural food to shorten the recovery time of hepatic function in liver diseases and decrease the abnormally elevated blood glucose such as Diabetes Mellitus.

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A Study on Homeostasis in Albino Rats by Feeding on Imbalanced Protein Diet (불균형식이(不均衡食餌)에 의(依)한 백서체내(白鼠體內) Homeostasis에 대(對)한 연구(硏究))

  • Ryu, Tcheong-Kun
    • Journal of Nutrition and Health
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    • v.7 no.2
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    • pp.37-51
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    • 1974
  • This Study was carried out to observe the effect of nutritional condition on the change of protein metabolism in the animal body by feeding on imbalanced protein diet. A total 242 growing male albino rats, weighing $115{\sim}120$ gm, were used for the experimental animals. The rats were fed on the standard diet(st), protein flee diet(pf) and imbalanced protein diet(ib) for twelve weeks respectively. Hemoglobin, packed cell volume in blood, and total nitrogen, amino acid nitrogen, urea-nitrogen, creatinine, transaminases(GPT, GOT) in liver and serum, and total nitrogen in small intestine, and total nitrogen, urea-nitrogen In small intestine, and total nitrogen, urea-nitrogen, creatinine, urea-nitrogen/creatinine ratio in urine were measured. The results obtained are as follows; 1. The gained body weight were lower in pf group and ib group than those of st group. The gained body weight fed for 12 weeks, were 80% lower in pf group than those of st group, and the body weight of pf group for $50{\sim}75$ days feeding were $40{\sim}60%$ decreased, compared with the stating weight, and then all of them died. 2. The change of the brain, liver, kidney, spleen and small intestine by feeding on imbalanced diet for 12 weeks were no remarkable difference with the starting weight, but those of protein free diet group were half or more decrease and those were significantly lower in spleen and small intestine especially than the other organ 3. The contents of hemoglobin in pf group for 8 weeks feeding, and the packed cell volume in pf group for 8 weeks feeding and in ib group for 12 weeks feeding were decreased. but those of the other feeding group were almost same value. 4. The total nitrogen in the liver, small intestine and serum of each diet group were no remarkable difference respectively. The contents of amino acid nitrogen in pf group for 2 and 6 weeks feeding were increased. 5. On transaminases: a) The cycle of increase and decrease of GPT activities were come periodically and the interval of cycle were fast in the early stage of feeding and slow there-after. b) The GPT activities were decreased gradually in pf group after feeding and those were increased in ib group for 6 weeks feeding but decreased there-after. The frequency of cycle were more GPT than GOT and specially those of GPT in early stage of feeding were two or three times while GOT was one. c) The interval of increase and decrease in GOT and amino acid nitrogen cycle were similar tendency. 6. The contents of total nitrogen, creatinine and urea-nitrogen of pf group in urine were decreased very sharply from sharting feeding to one week but increased dully from six weeks to eight weeks feeding. The contents of urea-nitrogen of ib group were increased dully by feeding on ten weeks but decreased by feeding on twelve weeks. From the above results, it is concluded that the trend of the metabolic change is maintained equally by homeostatic mechanism using the endogenous protein source during a certain period by imbalanced protein diet feeding. The homeostatic mechanism is come peridically, very fast in early stage of feeing and than slow there-after.

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Association between SMAD2 Gene and Serum Liver Enzyme Levels in the Korean Population

  • Ahn, Hyo-Jun;Sull, Jae Woong;Eom, Yong-Bin
    • Biomedical Science Letters
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    • v.19 no.2
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    • pp.124-131
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    • 2013
  • Genome-wide association studies (GWAS) have identified a number of common variants associated with serum liver enzyme homeostasis in population. In the previous study, single nucleotide polymorphisms (SNPs) in several genes have been reported to be associated with serum liver enzyme levels in European population. We aimed to confirm whether the genetic variation of SMAD2 (SMAD family member 2) gene influence the serum liver enzyme levels in Korean population. We genotyped variants in or near SMAD2 in a population-based sample including 994 unrelated Korean adult. Here, we performed association analysis to elucidate the possible relations of genetic polymorphisms in SMAD2 gene with serum liver enzyme levels. By examining genotype data of a total of 944 subjects in 5 hospital health promotion center, we discovered the SMAD2 gene polymorphisms are associated with serum liver enzyme levels. The common and highest significant polymorphism was rs17736760 (${\beta}$=3.51, P=5.31E-07) with glutamic oxaloacetic transferase (GOT), rs17736760 (${\beta}$=5.99, P=1.25E-05) with glutamic pyruvate transaminase (GPT), and rs17736760 (${\beta}$=15.68, P=9.93E-07) with gamma glutamyl transferase (GGT) in all group. Furthermore, the SNP rs17736760 was consistently associated with GOT (${\beta}$=5.25, P=1.72E-06), GPT (${\beta}$=9.97, P=1.16E-05), GGT (${\beta}$=26.13, P=3.43E-06) in men group. Consequently, we found statistically significant SNP in SMAD2 gene that are associated with serum levels of GOT, GPT, and GGT. In addition, these results suggest that the individuals with the minor alleles of the SNP in the SMAD2 gene may be more elevated serum liver enzyme levels in the Korean population.

Phenanthrene-induced changes in blood organic components, transaminase and ALP activities of Paralichthys olivaceus

  • Jee, Jung-Hoon;Kang, Ju-Cban
    • Journal of fish pathology
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    • v.15 no.2
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    • pp.57-64
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    • 2002
  • Phenanthrene-induced changes in blood organic components. transaminase and ALP activities of Paralichthys oIivaceus were investigaled. The aim of this study was to obtain a holistic view of the toxic responses, and compensations of fish exposed to waterborne phenanthrene. Fish were exposed to 0, 0.5, 1, 2$\mu$M of phenanthrene for 4 weeks. The most noticeable changes were concentration-dependent increase in levels of blood GOT and GPT activities. At concentrations 1.0 and 2.0 $\mu$M of phenanthrene GOT, GPT and ALP enzyme activities in plasma were increased. Plasma albumin concentration was stable in phenanthrene-exposed fish, however, plasma total protein level was reduced significantly at the 4-week sampling points (2.0$\mu$M). Plasma glucose levels were found to be increased significantly over the cootrol throughout duration of the experiment with phenanthrene. Overall the results suggest that phenanthrene has the potential to alter some physiological functions in olive flounder.

Long-tail Query Expansion using Extractive and Generative Methods (롱테일 질의 확장을 위한 추출 및 생성 기반 모델)

  • Kim, Lae-Seon;Kim, Seong-soon;Jang, Heon-Seok;Park, Seok-Won;Kang, In-Ho
    • Annual Conference on Human and Language Technology
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    • 2020.10a
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    • pp.267-273
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    • 2020
  • 검색 엔진에 입력되는 질의 중 입력 빈도는 낮지만 상대적으로 길이가 긴 질의를 롱테일 질의라고 일컫는다. 롱테일 질의가 전체 검색 로그에서 차지하는 비중은 높은 반면, 그 형태가 매우 다양하고 검색 의도가 상세하며 개별 질의의 양은 충분하지 않은 경우가 많기 때문에 해당 질의에 대한 적절한 검색어를 추천하는 것은 어려운 문제다. 본 논문에서는 롱테일 질의 입력 시 적절한 검색어 추천을 제공하기 위하여 질의-문서 클릭 정보를 활용한 추출기반 모델 및 Seq2seq와 GPT-2 기반 생성모델을 활용한 질의 확장 방법론을 제안한다. 실험 및 결과 분석을 통하여 제안 방법이 기존에 대응하지 못했던 롱테일 질의를 자연스럽게 확장할 수 있음을 보였다. 본 연구 결과를 실제 서비스에 접목함으로써 사용자의 검색 편리성을 증대하는 동시에, 언어 모델링 기반 질의 확장에 대한 가능성을 확인하였다.

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