Domestic Papers

38. Jaeyoung Lee and Misuk Kim*. "기업 내・외부 정보를 반영한 텍스트 기반 ESG 평가 자동화 프레임워크", Korea Data Mining Society, Gyeongju, Korea (2024). (최우수논문상 수상)

37. Geonyeong Son and Misuk Kim*. "Situational 일반 상식 추론 성능을 위한 지시 기반 접근 방법론", Korea Data Mining Society, Gyeongju, Korea (2024).

36. Jiin Park and Misuk Kim*. "다중 Aspect Category 라벨링을 위한 멀티헤드 어텐션 기반 비지도 Aspect Term 및 Category 추출 프레임워크", Korea Data Mining Society, Gyeongju, Korea (2024).

35. Uiin Kim and Misuk Kim*. "ECMud: Emotion-Classic Music Dataset for MIR", Korea Data Mining Society, Gyeongju, Korea (2024).

34. Minjoo Son and Misuk Kim*. "In-Context Learning 기반 대규모 언어 모델 답변 생성 기권 전략", Korea Data Mining Society, Gyeongju, Korea (2024). (최우수논문상 수상)

33. Jongbok Won and Misuk Kim*. "Class-guided VAE와 GMM을 활용한 정치적 성향의 확률적 스케일링", Korea Data Mining Society, Gyeongju, Korea (2024). (최우수논문상 수상)

32. Jonghak Jang and Misuk Kim*. "질문의 오류 검증 기반 LLM의 환각 탐지 방법", Korea Data Mining Society, Gyeongju, Korea (2024).

31. Uiin Kim and Misuk Kim*. "Baroque Music Generation using LSTM", Korea Data Mining Society, Seoul, Korea (2024).

30. Geonyeong Son and Misuk Kim*. "Fake News Detection using YouTube News Data ", Korea Software Congress, Busan, Korea (2023).

29. Jaeyoung Lee and Misuk Kim*. "K-ESG guideline-based sustainability reports analysis via semantic search", Korea Software Congress, Busan, Korea (2023).

28. Dayoung Lim and Misuk Kim*. "Neural Machine Translation of Subtitles : Utilizing English-Korean Data in Movie", Korea Software Congress, Busan, Korea (2023).

27. Jiwon Park and Misuk Kim*. "Emotion classification using Mixture of Experts for efficient learning",  Korea Software Congress, Busan, Korea (2023). (장려상 수상)

26. Jaeyoung Lee and Misuk Kim*. "Verification and evaluation of domestic suitability and effectiveness of K-ESG indicators", Korea Data Mining Society, Gangneung, Korea (2023).

25. Jaehoon Rhee and Misuk Kim*. "Sentence Specificity Classification Using Pretrained Language Model and applying to Fake News Detection", Korea Data Mining Society, Gangneung, Korea (2023).

24. Dayoung Lim and Misuk Kim*. "How to use Personas to Generate Dialogues: Focusing on the Harry Potter Movie Series", Korea Data Mining Society, Gangneung, Korea (2023).

23. Jiin Park and Misuk Kim*. "Extracting Aspects from Korean Hotel Review based on Unsupervised Learning using Attention and Developing a Multi-Aspect Label Framework", Korea Data Mining Society, Gangneung, Korea (2023).

22. Jinsig You and Misuk Kim*. "Data Generation and Validation Framework for Medical Question Answering Models Using GPT-4", Korea Data Mining Society, Gangneung, Korea (2023). (장려상 수상)

21. Jaehoon Rhee and Misuk Kim*. "Fake News Detection Using Document Bias and Sentiment Analysis", HCI Korea, Jeongseon, Korea (2023). 

20. Jaeyoung Lee and Misuk Kim*. "Analysis of the Relationship between Sustainability Report and K-ESG Guideline via Text Mining", HCI Korea, Jeongseon, Korea (2023). 

19. Geonyeong Son and Misuk Kim*. "KoBART-based Dialogue Generation Model using Commonsense Knowledge Extracted from KoBERT", HCI Korea, Jeongseon, Korea (2023). 

18. Jiin Park, Jiwon Park and Misuk Kim*. "A Framework integrating review sentiment classification and keyword extraction based on a pre-trained model: From Korean hotel review data collection to visualization", HCI Korea, Jeongseon, Korea (2023).

17. Somin Lee and Misuk Kim*. "Building a hate expression classification model based on a pre-trained model and improving model performance through data augmentation", HCI Korea, Jeongseon, Korea (2023).

16. Saeran Park and Misuk Kim*. "Tag Generation-based Playlist Recommendation using Pre-trained Language Models", Korea Software Congress, Jeju Island, Korea (2022).

15. Jaehoon Rhee and Misuk Kim*. "Classification Model of Biased Documents and Its Application in Fake News Detection", Korea Computer Congress, Jeju Island, Korea (2022).

14. Joonwon Jang and Misuk Kim*. "Extraction-based Subtitle Generation Framework for News Article", Korea Computer Congress, Jeju Island, Korea (2022).

13. Jaeyoung Lee and Misuk Kim*. "Cross-domain adaptation via fine-tuning language model in ESG market", Korea Computer Congress, Jeju Island, Korea (2022).

12. Geonyeong Son and Misuk Kim*. "Dialogue Generator with Commonsense based on KoBART", Korea Computer Congress, Jeju Island, Korea (2022).

11. Jaeyoung Lee and Misuk Kim*. “ Building dataset and verification for ESG classification: Korean Electronic Company Case“, Korea Software Congress, Korea (2021). 

10. Eun Kim, Hyeiung Yoon, Jeongeun Lee and Misuk Kim*. “Review-based Q&A model”, Korea Software Congress, Korea (2021).

9. Jii Cha, Hokeun Yoon and Misuk Kim*. “Qualitative analysis of ESG factors through sustainability reports”, Korea Software Congress, Korea (2021).

8. Joonwon Jang, Hahyun Cho, Jaeyoung Lee and Misuk Kim*. “Deep Hierarchical Model for Incongruent News Headline Detection and Building Fake News Dataset”, Korea Software Congress, Korea (2021).

7. Doyun Kwon, Sohyeon Kwon, Junyoung Byun and Misuk Kim*. “Forecasting KOSPI index with LSTM Deep Learning Model using COVID-19 Data”, Korea Software Congress, Korea (2020).

6. Jii Cha, Eun Kim, Honggoo Kang and Misuk Kim*. “ESG Factor Analysis using Text Mining.”, Korea Software Congress, Korea (2020).

5. Misuk Kim*. “Adaptive trading system integrating machine learning and back-testing: Korean bond market case“, Korea Institute of Industrial Engineers, Korea (2020).

4. Hyunjoong Kim, Misuk Kim, Han Kyul Kim and Sungzoon Cho. “Embedding categorical and numerical mixed data into continuous space for measuring distance”. Korea Business Intelligence Data Mining Society, Yeosu, Korea (2015).

3. Hyunjoong Kim, Eunjeong Park, Misuk Kim, Han Kyul Kim, Pilsung Kang and Sungzoon Cho. “Pseudo-word vector representation for fast document clustering”. Korea Institute of Industrial Engineers, Jeju, Korea (2015).

2. Misuk Kim and Jaewook Lee. “Efficient Stacking Policy for the Steel Plate”, Joint Conference of Korean Operation Research and Management Science Society and Korean Institute of Industrial Engineers, Seoul, Korea (2011).

1. Misuk Kim and Jaewook Lee. “Markov Neighbor Search method for global optimization”, Korea Institute of Industrial Engineers, Seoul, Korea (2010).