Digital Library

Search: "[ keyword: Language Model ]" (14)
    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


    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


    General Relation Extraction Using Probabilistic Crossover
    Je-Seung Lee, Jae-Hoon Kim KIPS Transactions on Software and Data Engineering, Vol. 12, No. 8, pp. 371-380, Aug. 2023
    https://doi.org/10.3745/KTSDE.2023.12.8.371
    Keywords: Relation Extraction, Deep Learning, pre-trained language model, Probabilistic Crossover


    Building Sentence Meaning Identification Dataset Based on Social Problem-Solving R&D Reports
    Hyeonho Shin, Seonki Jeong, Hong-Woo Chun, Lee-Nam Kwon, Jae-Min Lee, Kanghee Park, Sung-Pil Choi KIPS Transactions on Software and Data Engineering, Vol. 12, No. 4, pp. 159-172, Apr. 2023
    https://doi.org/10.3745/KTSDE.2023.12.4.159
    Keywords: Social Problem-Solving Research, Natural Language Process, Data Building, pre-trained language model


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