International Papers

27. Sangbong Yoo, Jaeyoung Lee, Chanyoung Yoon, Geonyeong Son, Hyein Hong, Seongbum Seo, Soobin Yim, Chanyoung Jung, Jungsoo Park, Misuk Kim* and Yun Jang. Data Transformation Strategies to Remove Heterogeneity, ACM Computing Surveys (submitted, 2025).

26. Geonyeong Son and Misuk Kim*. Multi-Level Prompting: Enhancing Model Performance through Hierarchical Instruction Integration, Knowledge-Based Systems (2025) (IF: 7.2, JCR: 13.7%).

25. Geonyeong Son, Jaeyoung Lee and Misuk Kim*. From Curiosity to Clarity: Exploring the Impact of Consecutive Why-Questions, 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL) findings (2025).

24. Jaeyoung Lee, Geonyeong Son and Misuk Kim*. ESG-Kor: A Korean Dataset for ESG-related Information Extraction and Practical Use Cases, The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP) findings (2024).

23. Jaeyoung Lee, Joonwon Jang and Misuk Kim*. Hierarchical Graph Convolutional Network Approach for Detecting Low-Quality Documents, The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING) (2024).

22. Geonyeong Son and Misuk Kim*. A Simple and Efficient Dialogue Generation Model Incorporating Commonsense Knowledge, Expert Systems with Applications (2024) (IF: 8.5, JCR: 6.4%).

21. Yukyung Lee, Takyoung Kim, Hoonsang Yoon, Pilsung Kang, Junseong Bang and Misuk Kim*. DSTEA: Improving Dialogue State Tracking via Entity Adaptive Pre-training, Knowledge-Based Systems (2024) (IF: 8.8, JCR: 12.8%).

20. Yukyung Lee, Takyoung Kim, Hoonsang Yoon, Pilsung Kang, Junseong Bang and Misuk Kim*. DSTEA: Dialogue State Tracking with Entity Adaptive Pre-training, 29TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING (KDD) KnowledgeNLP workshop (2023).

19. Joonwon Jang and Misuk Kim*. Headline Token-based Discriminative Learning for Subheading Generation in News Article, The 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL) findings (2023).

18. Misuk Kim and Sungzoon Cho*. Monetary policy document analysis for prediction of monetary policy board decision, Heliyon (2023) (IF:4.0, JCR:30.8%).

17. Jinwon An and Misuk Kim*. Simple and Effective Pre-training of Language Models for Dialogue State Tracking, Neural Processing Letters (2023) (IF: 2.565, JCR: 60.76%).

16. Jaeyoung Lee and Misuk Kim*. ESG Information Extraction with Cross-sectoral and Multi-source Adaptation based on Domain-tuned Language Models, Expert Systems with Applications (2023) (IF: 8.665, JCR 8.15%).

15. Takyoung Kim, Yukyung Lee, Hoonsang Yoon, Pilsung Kang, Junseong Bang and Misuk Kim*. Oh My Mistake!: Toward Realistic Dialogue State Tracking including Turnback Utterance, The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP) workshop (2022).

14. Takyoung Kim, Hoonsang Yoon, Yukyung Lee, Pilsung Kang and Misuk Kim*. Mismatch between Multi-turn Dialogue and its Evaluation Metric in Dialogue State Tracking, The 60th Annual Meeting of the Association for Computational Linguistics (ACL) (2022).

13. Dongin Jung, Misuk Kim and Yoon-sik Cho*. Detecting Documents with Inconsistent Context, IEEE Access (2022) (IF: 3.476, JCR 37.86%).

12. Jinwon An, Sungzoon Cho, Junseong Bang and Misuk Kim*, Domain-slot Relationship Modeling using a Pre-trained Language Encoder for Multi-Domain Dialogue State Tracking, IEEE Transactions on Audio, Speech and Language Processing (2022) (IF: 1.877, JCR 11.29%).

11. Eun Kim, Heyjung Yoon, Jungeun Lee and Misuk Kim*. Accurate and Prompt Answering Framework Based on Customer Reviews and Question-Answer Pairs, Expert Systems with Applications (2022) (IF: 6.954, JCR 8.79%).

10. Joonwon Jang, Minju Kim, Yoonsik Cho and Misuk Kim*, Detecting Incongruent News Headlines with Auxiliary Textual Information, Expert Systems with Applications (2022) (IF: 6.954, JCR 8.79%).

9. Chang Hee Han, Misuk Kim and Jin Tae Kwak. Semi-supervised learning for an improved diagnosis of COVID-19 in CT images, Plos One (2021) (IF: 2.74, JCR 38%).

8. Misuk Kim*. Adaptive trading system integrating machine learning and back-testing: Korea bond market case, Expert Systems With Applications (2021) (IF: 5.452, JCR 1.81%).

7. Misuk Kim*. Data mining framework for financial prediction, Expert Systems With Applications (2021) (IF: 5.452, JCR 1.81%).

6. Hyunjoong Kim, Han Kyul Kim, Misuk Kim, Jooseoung Park, Kyengbin Im, Chang Ryeol Yoo and Sungzoon Cho. Representation learning for unsupervised heterogeneous multivariate time series segmentation and its application, Computers and Industrial Engineering (2019).

5. Misuk Kim, Eunjeong Lucy Park and Sungzoon Cho. Stock price prediction through sentiment analysis of corporate disclosures using distributed representation, Intelligent Data Analysis (2018).

4. Misuk Kim, Seokho Kang, Jehyuk Lee, Hyunchang Cho, Sungzoon Cho and Jee Su Park. Virtual Metrology for Copper-Clad Laminate Manufacturing, Computers and Industrial Engineering (2017).

3. Misuk Kim and Gyu-Sik Han. GLOBAL SEARCH OF GENETIC ALGORITHM ENHANCED BY MULTI-BASIN DYNAMIC NEIGHBOR SAMPLING, International Journal of Industrial Engineering (2015). 

2. Misuk Kim, Seokho Kang, Jehyuk Lee, Hyun-Chang Cho and Sungzoon Cho. Virtual Metrology for Copper Clad Laminate Manufacturing. INFORMS (2015).

1. Misuk Kim, Kyoungok Kim and Jaewook Lee. Multi-Basin Neighbor Search method for global optimization, Asia Pacific Industrial Engineering and Management Society (APEIMS) Conference (2011).