Digital Library

Search: "[ keyword: Natural Language Processing ]" (25)
    Development of an AutoML Web Platform for Text Classification Automation
    Ha-Yoon Song, Jeon-Seong Kang, Beom-Joon Park, Junyoung Kim, Kwang-Woo Jeon, Junwon Yoon, Hyun-Joon Chung The Transactions of the Korea Information Processing Society, Vol. 13, No. 10, pp. 537-544, Oct. 2024
    https://doi.org/10.3745/TKIPS.2024.13.10.537
    Keywords: Text Classification, Automated Machine Learning (AutoML), web platform, Natural Language Processing, H2O


    Token-Based Classification and Dataset Construction for Detecting Modified Profanity
    Sungmin Ko, Youhyun Shin The Transactions of the Korea Information Processing Society, Vol. 13, No. 4, pp. 181-188, Apr. 2024
    https://doi.org/10.3745/TKIPS.2024.13.4.181
    Keywords: Artificial intelligence, Natural Language Processing, named entity recognition, Profanity, ChatGPT


    Efficient Emotion Classification Method Based on Multimodal Approach Using Limited Speech and Text Data
    Mirr Shin, Youhyun Shin The Transactions of the Korea Information Processing Society, Vol. 13, No. 4, pp. 174-180, Apr. 2024
    https://doi.org/10.3745/TKIPS.2024.13.4.174
    Keywords: Artificial intelligence, Natural Language Processing, speech recognition, Multimodal, Emotion classification


    Implementation of Iconic Language for the Language Support System of the Language Disorders
    Kyo Nam Choo , Yo Seob Woo , Hong Ki Min The KIPS Transactions:PartB , Vol. 13, No. 4, pp. 479-488, Aug. 2006
    10.3745/KIPSTB.2006.13.4.479


    Analysis of Research Trends in Deep Learning-Based Video Captioning
    Lyu Zhi, Eunju Lee, Youngsoo Kim KIPS Transactions on Software and Data Engineering, Vol. 13, No. 1, pp. 35-49, Jan. 2024
    https://doi.org/10.3745/KTSDE.2024.13.1.35
    Keywords: Video Captioning, computer vision, Natural Language Processing, Deep Learning


    Deep Learning-Based Model for Classification of Medical Record Types in EEG Report
    Kyoungsu Oh, Min Kang, Seok-hwan Kang, Young-ho Lee KIPS Transactions on Software and Data Engineering, Vol. 11, No. 5, pp. 203-210, May. 2022
    https://doi.org/10.3745/KTSDE.2022.11.5.203
    Keywords: Deep Learning, EEG Report Classification, Natural Language Processing


    Korean Morphological Analysis Method Based on BERT-Fused Transformer Model
    Changjae Lee, Dongyul Ra KIPS Transactions on Software and Data Engineering, Vol. 11, No. 4, pp. 169-178, Apr. 2022
    https://doi.org/10.3745/KTSDE.2022.11.4.169  
    Keywords: Natural Language Processing, Morphological Analysis, Transfer Learning, Transformer, BERT-fused Model


    Integrated Verbal and Nonverbal Sentiment Analysis System for Evaluating Reliability of Video Contents
    Hee Won Shin, So Jeong Lee, Gyu Jin Son, Hye Rin Kim, Yoonhee Kim KIPS Transactions on Software and Data Engineering, Vol. 10, No. 4, pp. 153-160, Apr. 2021
    https://doi.org/10.3745/KTSDE.2021.10.4.153
    Keywords: Verbal Sentiment Analysis, Nonverbal Sentiment Analysis, YouTube, Natural Language Processing


    Analysis of Disaster Safety Situation Classification Algorithm Based on Natural Language Processing Using 119 Calls Data
    Su-Jeong Kwon, Yun-Hee Kang, Yong-Hak Lee, Min-Ho Lee, Seung-Ho Park, Myung-Ju Kang KIPS Transactions on Software and Data Engineering, Vol. 9, No. 10, pp. 317-322, Oct. 2020
    https://doi.org/10.3745/KTSDE.2020.9.10.317
    Keywords: Artificial intelligence, emergency response, Natural Language Processing, Situation Classification, Machine Learning


    Korean Machine Reading Comprehension for Patent Consultation Using BERT
    Jae-Ok Min, Jin-Woo Park, Yu-Jeong Jo, Bong-Gun Lee KIPS Transactions on Software and Data Engineering, Vol. 9, No. 4, pp. 145-152, Apr. 2020
    https://doi.org/10.3745/KTSDE.2020.9.4.145
    Keywords: Natural Language Processing, MRC, Machine Reading Comprehension, Patent, BERT


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