Digital Library
Search: "[ keyword: 자연어 처리 ]" (13)
A Study on Cryptocurrency Price Movement Prediction Using Prompt Engineering
Hwangil Jeong, Youhyun Shin The Transactions of the Korea Information Processing Society,
Vol. 14, No. 10, pp. 813-824,
Oct.
2025
https://doi.org/10.3745/TKIPS.2025.14.10.813
Keywords: Natural Language Processing, Large Language Model, Cryptocurrency, prompt engineering
https://doi.org/10.3745/TKIPS.2025.14.10.813
Keywords: Natural Language Processing, Large Language Model, Cryptocurrency, prompt engineering
Optimizing BERT-based Ensembles for Biomedical NER
Kim Jae In, Yoon Seung Won, Cho Jae Eun, Lee Kyu Cheol The Transactions of the Korea Information Processing Society,
Vol. 14, No. 10, pp. 775-784,
Oct.
2025
https://doi.org/10.3745/TKIPS.2025.14.10.775
Keywords: named entity recognition, Biomedical, Ensemble, Language Models, Natural Language Processing
https://doi.org/10.3745/TKIPS.2025.14.10.775
Keywords: named entity recognition, Biomedical, Ensemble, Language Models, Natural Language Processing
A Study on Optimizing Korean Performance of Quantized Multilingual LLMs through Language-Specific Neuron Preservation
Jaeyoung Lee, Jin Young Choi The Transactions of the Korea Information Processing Society,
Vol. 14, No. 9, pp. 687-694,
Sep.
2025
https://doi.org/10.3745/TKIPS.2025.14.9.687
Keywords: LLM, quantization, Artificial intelligence, Natural Language Processing
https://doi.org/10.3745/TKIPS.2025.14.9.687
Keywords: LLM, quantization, Artificial intelligence, Natural Language Processing
A Study on Automatic Metrics for Korean Text Abstractive Summarization
Sehwi Yoon, Youhyun Shin The Transactions of the Korea Information Processing Society,
Vol. 13, No. 12, pp. 691-699,
Dec.
2024
https://doi.org/10.3745/TKIPS.2024.13.12.691
Keywords: Natural Language Processing, abstractive summarization, Automatic Metric, Transformer, Large Language Model
https://doi.org/10.3745/TKIPS.2024.13.12.691
Keywords: Natural Language Processing, abstractive summarization, Automatic Metric, Transformer, Large Language Model
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
https://doi.org/10.3745/TKIPS.2024.13.4.174
Keywords: Artificial intelligence, Natural Language Processing, speech recognition, Multimodal, Emotion classification
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
https://doi.org/10.3745/KTSDE.2024.13.1.35
Keywords: Video Captioning, computer vision, Natural Language Processing, Deep Learning
TAGS: Text Augmentation with Generation and Selection
Kim Kyung Min, Dong Hwan Kim, Seongung Jo, Heung-Seon Oh, Myeong-Ha Hwang KIPS Transactions on Software and Data Engineering,
Vol. 12, No. 10, pp. 455-460,
Oct.
2023
https://doi.org/10.3745/KTSDE.2023.12.10.455
Keywords: Natural Language Process, Artificial intelligence, Large Language Model, Few-Shot Learning, Text Augmentation
https://doi.org/10.3745/KTSDE.2023.12.10.455
Keywords: Natural Language Process, Artificial intelligence, Large Language Model, Few-Shot Learning, Text Augmentation
Exploiting Korean Language Model to Improve Korean Voice Phishing Detection
Milandu Keith Moussavou Boussougou, Dong-Joo Park KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 10, pp. 437-446,
Oct.
2022
https://doi.org/10.3745/KTSDE.2022.11.10.437
Keywords: KoBERT, NLP, Text Classification, Machine Learning, Deep Learning
https://doi.org/10.3745/KTSDE.2022.11.10.437
Keywords: KoBERT, NLP, Text Classification, Machine Learning, Deep Learning
Sentence Recommendation Using Beam Search in a Military Intelligent Image Analysis System
Hyung-Sun Na, Tae-Hyeon Jeon, Hyung-Seok Kang, Jinhyun Ahn, Dong-Hyuk Im KIPS Transactions on Software and Data Engineering,
Vol. 10, No. 11, pp. 521-528,
Nov.
2021
https://doi.org/10.3745/KTSDE.2021.10.11.521
Keywords: NLP, Beam Search, Military, Seq2seq, Attention Mechanism
https://doi.org/10.3745/KTSDE.2021.10.11.521
Keywords: NLP, Beam Search, Military, Seq2seq, Attention Mechanism
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
https://doi.org/10.3745/KTSDE.2021.10.4.153
Keywords: Verbal Sentiment Analysis, Nonverbal Sentiment Analysis, YouTube, Natural Language Processing
Indexing
All publications of KTSDE is indexed in DOI, EBSCO, Google Scholar, Crossref, and CrossCheck.
KTSDE is also selected as the Journal for Accreditation by NRF (National Research Foundation of Korea).
