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REFERENCES

1 
Republic of Korea Policy Briefing, ``110 major national agenda policies of the Yoon Suk-yeol administration,'' registered on May 2, 2022.URL
2 
Ministry of National Defense, ``Accelerating the establishment of `Defense Innovation 4.0' basic plan,'' registered on August 10, 2022.URL
3 
Ministry of National Defense, ``Defense Innovation 4.0 basic plan press release,'' registered on March 3, 2023.URL
4 
Korea Press Foundation, BigKinds, searched on November 2, 2023.URL
5 
S. Wu, J. Liu, and L. Liu, ``Modeling method of internet public information data mining based on probabilistic topic model,'' The Journal of Supercomputing, vol. 75, pp. 5882-5897, 2019.DOI
6 
A. P. C. Addo, S. K. Akpatsa, M. Dorgbefu Jr, J. C. Dagadu, V. D. Tattrah, N. K. Dzoagbe, D. D. Fiawoo, and J. Nartey, ``Topic Modeling and Sentiment Analysis of US’ Afghan Exit Twitter Data: A Text Mining Approach,'' International Journal of Information and Management Sciences, vol. 34, no. 1, pp. 51-64, 2023.DOI
7 
J. Lee, ``Trend analysis in defense policy studies using topic modeling,'' Journal of The Korean Institute of Defense Technology, vol. 1, no. 2, pp. 1-4, 2019.DOI
8 
D. M. Blei, A. Y. Ng, and M. I. Jordan, ``Latent Dirichlet allocation,'' Journal of Machine Learning Research, vol. 3, pp. 993-1022, January 2003.DOI
9 
S. T. Dumais, ``Latent semantic analysis,'' Annual Review of Information Science and Technology (ARIST), vol. 38, pp. 189-230, 2004.URL
10 
D. Lee and H. S. Seung, ``Algorithms for non-negative matrix factorization,'' Advances in Neural Information Processing Systems, vol. 13, pp. 535-541, 2000.URL
11 
J. Devlin, M.-W. Chang, K. Lee, and K. Toutanova, ``BERT: Pre-training of deep bidirectional transformers for language understanding,'' arXiv preprint arXiv:1810.04805, 2018.DOI
12 
A. Vaswani, N. Shazeer, N. Parmar, J. Uszkoreit, L. Jones, A. N. Gomez, Ł. Kaiser, and I. Polosukhin, ``Attention is all you need,'' Advances in Neural Information Processing Systems, vol. 30, pp. 5998-6008, 2017.DOI
13 
Y. Liu, M. Ott, N. Goyal, J. Du, M. Joshi, D. Chen, O. Levy, M. Lewis, L. Zettlemoyer, and V. Stoyanov, ``RoBERTa: A robustly optimized BERT pretraining approach,'' arXiv preprint arXiv:1907.11692, 2019.DOI
14 
A. Singhal, ``Modern information retrieval: A brief overview,'' IEEE Data Engineering Bulletin, vol. 24, no. 4, pp. 35-43, 2001.URL
15 
T. Mikolov, I. Sutskever, K. Chen, G. S. Corrado, and J. Dean, ``Distributed representations of words and phrases and their compositionality,'' Advances in Neural Information Processing Systems, vol. 26, pp. 3111-3119, 2013.DOI
16 
J. Pennington, R. Socher, and C. D. Manning, ``GloVe: Global vectors for word representation,'' Proc. of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp. 1532-1543, 2014.DOI
17 
N. Reimers and I. Gurevych, ``Sentence-BERT: Sentence embeddings using siamese BERT-networks,'' arXiv preprint arXiv:1908.10084, 2019.DOI
18 
R. Rehurek and P. Sojka, ``Gensim - Python framework for vector space modelling,'' NLP Centre, Faculty of Informatics, Masaryk University, Brno, Czech Republic, vol. 3, no. 2, 2011.URL
19 
C. Sievert and K. Shirley, ``LDAvis: A method for visualizing and interpreting topics,'' Proceedings of the Workshop on Interactive Language Learning, Visualization, and Interfaces, pp. 63-70, 2014.DOI
20 
G.-W. Jeon, I. Kang, and J.-h. Jeon, ``Systematic analysis on the trend of defense technologies using topic modeling: A case of an armoured fighting vehicle,'' Industrial Innovation Research, vol. 36, no. 1, pp. 69-94, 2020.DOI
21 
M.-J. Kwon, ``Identifying Seoul city issues based on topic modeling of news article,'' Proc. of the Korean Society of Broadcasting and Media Engineering Conference, pp. 11-13, 2019.URL
22 
J. Achiam, S. Adler, S. Agarwal, L. Ahmad, A. Akkaya, M. Aleman, et al., ``GPT-4 technical report,'' arXiv preprint arXiv:2303.08774, 2023.DOI
23 
I. Beltagy, M. E. Peters, and A. Cohanr, ``Longformer: The long-document transformer,'' arXiv preprint arXiv:2004.05150, 2020.DOI