Digital Library

Search: "[ keyword: BERT ]" (14)
    Secure JPEG2000 Steganography by the Minimization of Code-block Noise Variance Changes
    Sang Moon Yoon , Hae Yeoun Lee , Jeong Chun Joo , Heung Kyu Lee The KIPS Transactions:PartC, Vol. 15, No. 3, pp. 149-156, Jun. 2008
    10.3745/KIPSTC.2008.15.3.149


    User Playlist-Based Music Recommendation Using Music Metadata Embedding
    Kyoung Min Nam, Yu Rim Park, Ji Young Jung, Do Hyun Kim, Hyon Hee Kim The Transactions of the Korea Information Processing Society, Vol. 13, No. 8, pp. 367-373, Aug. 2024
    https://doi.org/10.3745/TKIPS.2024.13.8.367
    Keywords: meta data, KoBERT, SGNS, Song Embedding, Recommender System


    Search Re-ranking Through Weighted Deep Learning Model
    Gi-Taek An, Woo-Seok Choi, Jun-Yong Park, Jung-Min Park, Kyung-Soon Lee The Transactions of the Korea Information Processing Society, Vol. 13, No. 5, pp. 221-226, May. 2024
    https://doi.org/10.3745/TKIPS.2024.13.5.221
    Keywords: Information Retrieval, Deep Learning Model, DeBERTa, Product Search


    Korean Ironic Expression Detector
    Seung Ju Bang, Yo-Han Park, Jee Eun Kim, Kong Joo Lee The Transactions of the Korea Information Processing Society, Vol. 13, No. 3, pp. 148-155, Mar. 2024
    https://doi.org/10.3745/TKIPS.2024.13.3.148  
    Keywords: Irony Detection, KoBERT, ChatGPT, Transfer Learning, MultiTask Learning


    A Study on Improving Performance of Software Requirements Classification Models by Handling Imbalanced Data
    Jong-Woo Choi, Young-Jun Lee, Chae-Gyun Lim, Ho-Jin Choi KIPS Transactions on Software and Data Engineering, Vol. 12, No. 7, pp. 295-302, Jul. 2023
    https://doi.org/10.3745/KTSDE.2023.12.7.295  
    Keywords: Requirements Classification, Imbalanced Data, data augmentation, Undersampling, BERT


    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


    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


    Comparison of Korean Classification Models’ Korean Essay Score Range Prediction Performance
    Heeryon Cho, Hyeonyeol Im, Yumi Yi, Junwoo Cha KIPS Transactions on Software and Data Engineering, Vol. 11, No. 3, pp. 133-140, Mar. 2022
    https://doi.org/10.3745/KTSDE.2022.11.3.133
    Keywords: Deep Learning-Based Korean Language Model, KoBERT, KcBERT, KR-BERT, Document Classification


    Deep Learning Based Semantic Similarity for Korean Legal Field
    Sung Won Kim, Gwang Ryeol Park KIPS Transactions on Software and Data Engineering, Vol. 11, No. 2, pp. 93-100, Feb. 2022
    https://doi.org/10.3745/KTSDE.2022.11.2.93
    Keywords: NLP, LegalTech, Semantic similarity, BERT, Legal


    Spatial Partitioning using Hilbert Space Filling Curve for Spatial Query Optimization
    Hwang Hwan Gyu , Kim Hyeon Gug The KIPS Transactions:PartD, Vol. 11, No. 1, pp. 23-30, Feb. 2004
    10.3745/KIPSTD.2004.11.1.23


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