Digital Library

Search: "[ keyword: Language Model ]" (20)
    Retrieval Model Based on Word Translation Probabilities and the Degree of Association of Query Concept
    Jun Gil Kim , Kyung Soon Lee The KIPS Transactions:PartB , Vol. 19, No. 3, pp. 183-188, Jun. 2012
    10.3745/KIPSTB.2012.19.3.183


    Question Classification Based on Word Association for Question and Answer Archives
    Xue Ying Jin , Kyung Soon Lee The KIPS Transactions:PartB , Vol. 17, No. 4, pp. 327-332, Aug. 2010
    10.3745/KIPSTB.2010.17.4.327


    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


    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


    Sex-Specific Prompt Engineering for OSA Severity Classification Using Large Language Models
    Seungyeon Ryu, Hyeon Jin Kim, Younghan Lee The Transactions of the Korea Information Processing Society, Vol. 14, No. 9, pp. 713-721, Sep. 2025
    https://doi.org/10.3745/TKIPS.2025.14.9.713
    Keywords: Obstructive Sleep Apnea (OSA), prompt engineering, Chain-of-Thought Prompting, Large Language Model


    Evaluating The Openness of Impactful AI Models with A Focus on LLMs
    Kil-Won Jeon, Hyeon-jun Han, Kang-Won Lee The Transactions of the Korea Information Processing Society, Vol. 14, No. 6, pp. 468-479, Jun. 2025
    https://doi.org/10.3745/TKIPS.2025.14.6.468
    Keywords: Open Source AI Model, AI Model Openness, Large Language Model, Openness Evaluation Framework


    Evaluating Hallucination in LLM with Jeju Dialect Inputs
    Seokjae Gwon, Jeongho Lee, Gyeonghoe Kim, Heeyeong Suh, Seyoung Lee The Transactions of the Korea Information Processing Society, Vol. 14, No. 5, pp. 363-371, May. 2025
    https://doi.org/10.3745/TKIPS.2025.14.5.363
    Keywords: Hallucination, Large Language Model, Dialect, Linguistic Diversity


    PEFT Methods for Domain Adaptation
    Lee You Jin, Yoon Kyung Koo, Chung Woo Dam The Transactions of the Korea Information Processing Society, Vol. 14, No. 4, pp. 239-247, Apr. 2025
    https://doi.org/10.3745/TKIPS.2025.14.4.239  
    Keywords: Parameter-Efficient Fine-tuning, domain adaptation, Deep Learning, Large Language Model, LoRa, MoRA


    Benchmark for Measuring Intersectional Bias in Race and Gender of Large Language Models Using Synthetic Data
    Lee Jueun, Ho Bae The Transactions of the Korea Information Processing Society, Vol. 14, No. 2, pp. 82-94, Feb. 2025
    https://doi.org/10.3745/TKIPS.2025.14.2.82
    Keywords: Large Language Model, LLM, benchmark, bias, Synthetic Data


    Pedestrian Road-Crossing Prediction and Safety Enhancement Using Fine-tuned VideoLLaMA2
    Sung Hun Kim, Je-Seok Ham, Jinyoung Moon The Transactions of the Korea Information Processing Society, Vol. 14, No. 1, pp. 32-40, Jan. 2025
    https://doi.org/10.3745/TKIPS.2025.14.1.32
    Keywords: Pedestrian Road-Crossing Prediction, Pedestrian Safety, Multimodal Large Language Model, VideoLLaMA2, Fine-Tuning


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