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NTIS 바로가기韓國컴퓨터情報學會論文誌 = Journal of the Korea Society of Computer and Information, v.27 no.10, 2022년, pp.29 - 41
Yu, Yerin (Graduate School of Business IT, Kookmin University) , Kim, Namgyu (Graduate School of Business IT, Kookmin University)
Recently, with the development of deep learning technology, a variety of huge models with excellent performance have been devised by pre-training massive amounts of text data. However, in order for such a model to be applied to real-life services, the inference speed must be fast and the amount of c...
S. I. Mirzadeh, M. Farajtabar, A. Li, N. Levine, A. Matsukawa, and H. Ghasemzadeh, "Improved Knowledge Distillation via Teacher Assistant," Proceedings of the AAAI conference on artificial intelligence, Vol. 34, No. 04, pp. 5191-5198, April, 2020. DOI: 10.1609/aaai.v34i04.5963
B. Heo, M. Lee, S. Yun, and J. Y. Choi, "Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons," Proceedings of the AAAI Conference on Artificial Intelligence, Vol. 33, No. 01, pp. 3779-3787, July, 2019. DOI:10.1609/aaai.v33i01.33013779
J. Gou, B. Yu, S. J. Maybank, and D. Tao, "Knowledge Distillation: A Survey," International Journal of Computer Vision 129.6, pp. 1789-1819, Mar, 2021. DOI: 10.1007/s11263-021-01453-z
S. Arora, M. M. Khapra, and H. G. Ramaswamy, "On Knowledge Distillation from Complex Networks for Response Prediction," Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers), pp. 3813-3822, June, 2019. DOI: 10.18653/v1/N19-1382
S. Zhang, L. Jiang, and J. Tan, "Cross-domain knowledge distillation for text classification," Neurocomputing, Vol. 509, pp. 11-202022, Oct, 2022. DOI: 10.1016/j.neucom.2022.08.061
S. Kim and S. Kim, "Recursive Oversampling Method for Improving Classification Performance of Class Unbalanced Data in Patent Document Automatic Classification," Journal of The Institute of Electronics and Information Engineers, Vol. 58, No. 4, April, 2021. DOI: 10.5573/ieie.2021.58.4.43
H. Son, S. Choe, C. Moon, and J. MIn, "Rule-based filtering and deep learning LSTM e-mail spam classification," Proceedings of the Korean Information Science Society Conference, pp.105-107, 2021.
S. Ji, J. Moon, H. Kim, and E. Hwang, "A Twitter News-Classification Scheme Using Semantic Enrichment of Word Features," Journal of KIISE, Vol. 45, No. 10, pp. 1045-1055, Oct, 2018. DOI: 10.5626/JOK.2018.45.10.1045
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