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Search: "[ keyword: Language Model ]" (20)
    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


    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


    Deletion-Based Sentence Compression Using Sentence Scoring Reflecting Linguistic Information
    Jun-Beom Lee, So-Eon Kim, Seong-Bae Park KIPS Transactions on Software and Data Engineering, Vol. 11, No. 3, pp. 125-132, Mar. 2022
    https://doi.org/10.3745/KTSDE.2022.11.3.125
    Keywords: Sentence Compression, Linguistic Information, Language Model, Perplexity


    Language Model based on VCCV and Test of Smoothing Techniques for Sentence Speech Recognition
    Park Seon Hui , No Yong Wan , Hong Gwang Seog The KIPS Transactions:PartB , Vol. 11, No. 2, pp. 241-246, Apr. 2004
    10.3745/KIPSTB.2004.11.2.241


    Automatic Word Spacing of the Korean Sentences by Using End-to-End Deep Neural Network
    Hyun Young Lee, Seung Shik Kang KIPS Transactions on Software and Data Engineering, Vol. 8, No. 11, pp. 441-448, Nov. 2019
    https://doi.org/10.3745/KTSDE.2019.8.11.441
    Keywords: Syllable Embedding, Bi-LSTM, Feedforward Neural Network, Neural Network Language Model, Linear-Chain CRF


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