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Search: "[ keyword: Large Language Model ]" (9)
    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


    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


    POI Recommender System Using Review Data
    Dong-Uk Park, Bumku Choi, Muyeon Jo, Hyunseok Kim, Jungkyu Han The Transactions of the Korea Information Processing Society, Vol. 13, No. 11, pp. 654-660, Nov. 2024
    https://doi.org/10.3745/TKIPS.2024.13.11.654
    Keywords: POI Recommendation, Collaborative Filtering, Large Language Model, Review Data, Explainable AI


    A Study on Dataset Generation Method for Korean Language Information Extraction from Generative Large Language Model and Prompt Engineering
    Jeong Young Sang, Ji Seung Hyun, Kwon Da Rong Sae KIPS Transactions on Software and Data Engineering, Vol. 12, No. 11, pp. 481-492, Nov. 2023
    https://doi.org/10.3745/KTSDE.2023.12.11.481
    Keywords: Large Language Model, Prompt Egineering, Zero-shot Learning, Dataset Generation, Information Extraction


    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


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