• Title/Summary/Keyword: GPT2

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Building a multimodal task-oriented dialogue task for panic disorder counseling (공황장애 상담을 위한 멀티모달 과제 지향 대화 태스크 구축)

  • Subin Kim;Gary Geunbae Lee
    • Annual Conference on Human and Language Technology
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    • 2023.10a
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    • pp.258-262
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    • 2023
  • 과제 지향 대화 시스템은 발화 의도 및 요구사항을 파악하여 사용자가 원하는 과제를 달성한다는 점에서 유용하다. 대화 상태 추적은 과제 지향 대화 시스템의 핵심 모듈이며, 최근에는 텍스트뿐만 아니라 시각 정보까지 활용하여 대화 상태를 추적하는 멀티모달 대화 상태 추적 연구가 활발히 진행되는 중이다. 본 논문에서는 멀티모달 공황장애 상담 대화 속 내담자의 상태를 추적하는 과제를 제안하였다. ChatGPT를 통한 멀티모달 공황장애 상담 과제 지향 대화 데이터셋 구축 프레임워크와, 구축한 데이터셋의 품질을 증명하기 위한 분석도 함께 제시하였다. 사전학습 언어 모델인 GPT-2를 벤치마크 데이터셋에 대해 학습한 성능을 측정함으로써 향후 멀티모달 대화 추적 성능이 능가해야 할 베이스라인 성능을 제시하였다.

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Meme Analysis using Image Captioning Model and GPT-4

  • Marvin John Ignacio;Thanh Tin Nguyen;Jia Wang;Yong-Guk Kim
    • Proceedings of the Korea Information Processing Society Conference
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    • 2023.11a
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    • pp.628-631
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    • 2023
  • We present a new approach to evaluate the generated texts by Large Language Models (LLMs) for meme classification. Analyzing an image with embedded texts, i.e. meme, is challenging, even for existing state-of-the-art computer vision models. By leveraging large image-to-text models, we can extract image descriptions that can be used in other tasks, such as classification. In our methodology, we first generate image captions using BLIP-2 models. Using these captions, we use GPT-4 to evaluate the relationship between the caption and the meme text. The results show that OPT6.7B provides a better rating than other LLMs, suggesting that the proposed method has a potential for meme classification.

Developments of AI Foundation Models and Review of Competition Issues in the UK (AI 파운데이션 모델의 발전과 영국의 경쟁 이슈 검토 동향)

  • S.H. Seol
    • Electronics and Telecommunications Trends
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    • v.39 no.2
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    • pp.54-65
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    • 2024
  • This paper examines the trends of AI Foundation Model development and the competition to lead the related ecosystem, which have been rapidly unfolding since the emergence of ChatGPT, focusing on big tech companies in the United States. Based on this understanding of background knowledge, I analyzed and presented the main contents of the initial report reviewed by the UK competition authority, CMA, on potential competition issues that may arise in the process of innovations resulting from FM development. In addition, the trend and background of the CMA's investigation into the OpenAI-Microsoft partnership, whose importance has recently been highlighted, were also explained. It is expected that a reasonable domestic policy plan will be established by referring to these UK policy trends and monitoring & analyzing domestic industries.

The Anti-Inflammatory Effects of WooBangHaeGiTang on the Allergic Contact dermatitis (우방해기탕(牛蒡解肌湯)의 알러지성 접촉피부염(接觸皮膚炎)에 대한 소염효과(消炎效果))

  • Kim, Nan-Hee;Kim, Kyung-Jun
    • The Journal of Korean Medicine Ophthalmology and Otolaryngology and Dermatology
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    • v.19 no.2
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    • pp.59-70
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    • 2006
  • Objective : This study was performed to investigate the Anti-Inflammatory Effects of WooBangHaeGiTang on the Allergic Contact dermatitis. Method : Contact hypersensitivity assay, video microscope, WBC count, RBU count, neutrophil ratio, lymphpcyte ratio and GOT & GPT were measurd. Result : 1. At Contact hypersensitivity Aasay, at 24 hours after Control group & Sample group showed appreciably more ear swelling than Normal group, at 48 hours after Control group showed more ear swelling than Normal group & Sample group, at 72 hours after Control group & Sample group showed more ear swelling than Normal group 2. Regarding the number of WBC, at 24 or 48 hours after There are no significant difference among Normal group, Control group. Sample group, at 72 hours after Sample group showed more WBC than Control group. 3. Regarding the number of RBC, at 24 hours after Control group showed more RBC than Normal group, at 48 hours after Control group & Sample group showed more RBC than Normal group. at 72 hours after Control group showed more RBC than Normal group. 4. Regarding the percentage of neutrophil in WBC, at 24 & 48 hours after Control group & Sample group showed higher percentage than Normal group. 5. Regarding the percentage of Lymphocyte in WBC, at 24 hours after Sample group showed lower percentage than Normal group, at 48 hours after Sample group & Control group showed lower percentage than Normal group. 6. Regarding the GOT & GPT in blood, the GOT & GPT are in Normal scale, so there are no Hepatotoxicity in Normal group, Control group, Sample group. Conclusions : According to above experiments, WooBangHaeGiTang have some anti allergy effects on allergic contact dermatitis.

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The Experimental Studies on the Anti-Stress Effects of Danchisoyosan(丹梔逍遙散) (단치소요산(丹梔逍遙散)의 항(抗)스트레스 효과(效果)에 대한 실험적(實驗的) 연구(硏究))

  • Shim, Mun-Ki;Park, Se-Ki;Kim, Dong-Woo;Han, Yang-Hee;Chun, Chan-Yong;Park, Chong-Hyeong
    • The Journal of Internal Korean Medicine
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    • v.19 no.2
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    • pp.278-299
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    • 1998
  • This study was aimed to evaluate the anti-stress effect of danchisoyosan on the rats stressed by immobilization. The experimental animals were immobilized in the stress box($5{\times}5{\times}20cm$) for 12 hours in a day during 3 days, and administered $500mg/5m{\ell}/g$ of Danchisoyosan extract for 14 days before stress. There were measured the change of body weight and organ weight under immobilized-stress. The norepinephrine, epinephrine, dopamine, serotonine contents were measured by HPLC method in rat brain. There were measured the GOT, GPT contents in serum and tissue lipid peroxidation in the brain, liver, spleen, adrenalgland, pancreas, testes, thymus, heart. The following results were obtained: 1. The change of organ weight was significantly lower in control than normal group. Sample group inhibited decreased weight from stress comparing to control group. 2. Lipid peroxidation in the liver was significantly higher in control than normal group. Sample group shows significant decrease comparing to control group. 3. Lipid peroxidation in the kidney was significantly higher in control than normal group. Sample group shows significant decrease comparing to control group. 4. GPT contents in serum was significantly higher in control than normal group. Sample up shows significant decrease comparing to control group. 5. Dopamine contents in the brain was significantly higher in control than normal group. Sample group shows significant decrease comparing to control group. 6. Serotonine contents in the brain was significantly higher in control than normal group. Sample group shows significant decrease comparing to control group.

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Effects of Self-stretching and Joint Mobilization to Upper Thoracic Vertebrae in Craniovertebral Angle and Autonomic System Function in Chronic Cervical Pain (만성 목통증에 대한 자가신장과 위등뼈 관절가동술이 머리척추각 및 자율신경계 기능에 미치는 효과)

  • Nam, Ki-Won;Kim, Se-Hun;Seo, Dong-Yel
    • Journal of the Korean Society of Physical Medicine
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    • v.13 no.2
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    • pp.61-68
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    • 2018
  • PURPOSE: This study aimed to examine the effects of self-stretching (SS) and joint mobilization (JM) on pain, craniovertebral angle (CVA), autonomic system function in chronic cervical pain patient with forward head posture (FHP). METHODS: A total of 30 male college students were selected as study subjects, and were divided into Group I (general physical therapy; GPT, n=10), Group II (GPT+SS, n=10), Group III (GPT+JM, n=10). All groups were evaluated three times a week for 4 weeks. Pain was measured by visual analogue scale (VAS), CVA was measured using digital goniometer and autonomic system function (heart rate; HR, skin conductivity; SC, LF norm, HF norm, LF/HF ratio) was measured by Biofeedback ProComp Infiniti. After 4 weeks, paired t-test was used to compare the changes within the group and one way ANOVA was used to compare those between the groups. RESULTS: In Group I, VAS was significantly decreased. In Group II and III was a significantly change in all items. In comparison between Group I and II was a difference in all items except HR. In comparison between Group I and III was a difference in all items. In comparison between Group II and III was a difference in VAS, LF norm and LF/HF ratio. CONCLUSION: This study showed that SS and JM can effectively reduce pain and normalize the autonomic system function.

Blood Glucose Level, Insulin Content and Biochemical Variables of Complexcity Extract from Oriental Medicinal Plants on Diabetes Rats (한약자원 복합추출물이 당뇨쥐의 혈당, 인슐린 농도 및 생화학적 성상에 미치는 영향)

  • Park, Sung-Hye;Kim, Gyu-Yeol
    • The Korean Journal of Food And Nutrition
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    • v.23 no.2
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    • pp.258-268
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    • 2010
  • This study was conducted to examine the hypoglycemic effects of complexcity extract(DB 55) from five oriental medicinal plants on the intake of food, body weight, blood glucose level, insulin content, serum GOP, GPT, BUN and hematocrit value in streptozotocin(STZ)-induced diabetic rats. General nutritional composition was also assessed. Thirty- five male Sprague-Dawley rats were assigned to five groups : normal control group(NC), STZ-diabetic control group (STZ-control), STZ-diabetic DB-1 group(DB 55-1), STZ-diabetic DB-2 group(DB 55-2) and STZ-diabetic DB-3 group(DB 55-3). The animals were fed an experimental diet for 12 weeks. Body weight gain of the STZ-diabetic group was significantly lower but diet intake was significantly higher than the NC group. Blood glucose levels of the DB-1, DB-2 and DB-3 rats were significantly lower than the STZ-control animals. Insulin level of STZ-control rats was lower than the NC serum GOT, GPT and BUN levels were significantly higher in the NC group, but hematocrit value was not significant as compare to the STZ-diabetic group. Blood glucose level was lower observed for the DB 55-1, DB 55-2 and DB 55-3 group. The results will be useful in oriental diet therapy and in the developing functional food resources.

The Effects of Extracts from Mugwort on the Blood Ethanol Concentration and Liver Function (쑥추출물이 혈중 에탄올 농도와 간기능에 미치는 효과)

  • 김민준;이치호
    • Food Science of Animal Resources
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    • v.18 no.4
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    • pp.348-357
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    • 1998
  • This study was conducted to investigate the effects of mugwort extracts on the blood ethanol concentration and liver function in rats. Sprague-Dawley rats were used, the rats administered with 25% ethanol (5g/kg$.$B.W.) were devided into three groups (CON-E ; 25% ethanol administered to the CON-E) according to the administered ethanol concentration and the levels of administered mugwonts. Mugwont roots extracts were administered via the caudal vein. Ethanol concentration was measured at the time of 0, 1, 2 and 3hr by gas chromatography. GOT(Glutamic Oxaloacetic Transaminase) and GPT(Glutamic Pyruvic Transaminase) were measured at the time of 0 and 5hr. Components of each extracts were analyzed by using high performance liquid chromatography. Cell number, GOT and GPT were investigated by using rat hepatocyte culture. Megwort extracts were added at the levels of 1% or 2%. Hepatocyte culture were into five groups according to the addition levels. The results were summarized as follows ; 1. Catechin contents of 8∼10mg/100g and the contents of (-)-epigallocatechin was high in the water extracts. 2. Ethanol degradation efficiency declines in the following order : MDW-E>MOH-E>CON-E. 3. The numbers of rat hepatocytes declines in the following order : 2% MDW-L>1%MDW-L>1%MOH-L>CON-L>2%MOH-L. These results suggest that crude catechin of mugwort extracts may play important roles to degrade ethanol and recover liver function in rats.

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Effects of the Dissolved Oxygen Concentration on the Physiology of the Manila clam, Teillarca granosa (Linnaeus) (꼬막, Tegillarca granosa (Linnaeus)의 용존산소 변화에 따른 생리적 반응)

  • Shin Yun Kyung;Moon Tae Seok;Wi Chong Hwan
    • Korean Journal of Fisheries and Aquatic Sciences
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    • v.35 no.5
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    • pp.485-489
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    • 2002
  • To investigate the effects of the dissolved oxygen concentration (DO) of Tetillarca granosa (Linnaeus), We measured $LC_{50}$, survival, oxygen consumption rate, filtration rates and blood composition under $10{\cdot}{\pm}0.5^{\circ}C$ and $25{\cdot}0.5^{\circ}C$ as a function of DO. The 16 days-$LC_{50}$ of DO for T. granosa was 1.31 mg DO/L in large individual and 0.95 mg DO/L in small individual. At 25$^{\circ}C$, the $LC_{50}$ of DO in large and small individual was 1.13 and 1.M mg DO/L, respectively. With decreasing DO, oxygen consumption rate, and filtration rates of T. granosa decreased. Blood composition of T. granosa was analysed hemoglobin, glucose, total protein, total cholesterol, GOT and GPT, Hg was increased with decreasing DO, but glucose was decreased below 1.2 mg DO/L. Total protein, total cholesterol, GOT and GPT were investigated irregular and decreasing aspect.

Ulva lactuca Fucoidan Extract and its Protective Effects on $CCI_4$-induced Liver Dysfunction ($CCI_4$로 유도된 간 기능장애에 대한 갈파래 푸코이단 추출물의 보호효과)

  • Nam, Chun-Suk;Kang, Kum-Suk;Ha, Bae-Jin
    • KSBB Journal
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    • v.22 no.2
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    • pp.73-77
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    • 2007
  • The effects of Fucoidan extracted from Ulva lactuca on carbon tetrachloride ($CCI_4$)-induced dysfunction in $CCI_4$-posttreated rats were investigated. Ulva lactuca fucoidan (ULF) of 100 mg/kg concentration was intraperitoneally administered into rats at dose of 1 ml/kg for 14 days. On the day 15, 3.3 ml/kg of $CCI_4$ dissolved in olive oil (1 : 1) was injected 12 hours before anesthetization. We examined the levels of glutamate oxaloacetate transaminase (GOT), glutamate pyruvate transaminase (GPT) in serum of rats, superoxide dismutase (SOD) in mitochondrial fraction and catalase (CAT), glutathione peroxidase (GPx), malondialdehyde (MDA) in liver of rats. SOD, CAT, GPx decreased, and GOT, GPT, MDA increased in the $CCI_4$-treated group. But SOD, CAT, GPx increased, and GOP, GPT, MDA decreased in the ULF and $CCI_4$-treated group. These results showed that ULF had the protective effects on the liver dysfunction of $CCI_4$-treated rats.