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International Papers
International Papers
2025
2025
Information Sciences (submitted, 2025)
RTKD: Responsive Teacher Knowledge Distillation with Heterogenous Students
Geonyeong Son and Misuk Kim✝
Advanced Engineering Informatics (submitted, 2025)
BearGen: LLM-Guided Signal Generation Framework for Bearing Fault Diagnosis
Jaeyoung Lee, Hyuna Jeon, Uiin Kim and Misuk Kim✝
Knowledge-Based Systems (submitted, 2025)
A Scalable Unsupervised Framework for multi-aspect labeling of Multilingual and Multi-Domain Review Data
Jiin Park, Misuk Kim✝
ACM Computing Surveys (submitted, 2025)
Data Transformation Strategies to Remove Heterogeneity
Sangbong Yoo, Jaeyoung Lee, Chanyoung Yoon, Geonyeong Son, Hyein Hong, Seongbum Seo, Soobin Yim, Chanyoung Jung, Jungsoo Park, Misuk Kim✝ and Yun Jang
ICQSR 2025
Generation and Validation of Multimodal Data for Bearing Diagnosis Using LLM
Jaeyoung Lee, Hyuna Jeon, Uiin Kim and Misuk Kim✝
Findings of ACL 2025
Lightweight Query Checkpoint: Classifying Faulty User Queries to Mitigate Hallucinations in Large Language Model Question Answering
Minjoo Son*, Jonghak Jang* and Misuk Kim✝
Knowledge-Based Systems 2025
Multi-Level Prompting: Enhancing Model Performance through Hierarchical Instruction Integration
Geonyeong Son and Misuk Kim✝
Findings of NAACL 2025
From Curiosity to Clarity: Exploring the Impact of Consecutive Why-Questions
Geonyeong Son, Jaeyoung Lee and Misuk Kim✝
2024
2024
Findings of EMNLP 2024
ESG-Kor: A Korean Dataset for ESG-related Information Extraction and Practical Use Cases
Jaeyoung Lee, Geonyeong Son and Misuk Kim✝
COLING 2024
Hierarchical Graph Convolutional Network Approach for Detecting Low-Quality Documents
Jaeyoung Lee, Joonwon Jang and Misuk Kim✝
Expert Systems with Applications
A Simple and Efficient Dialogue Generation Model Incorporating Commonsense Knowledge
Geonyeong Son and Misuk Kim✝
Knowledge-Based Systems
DSTEA: Improving Dialogue State Tracking via Entity Adaptive Pre-training
Yukyung Lee, Takyoung Kim, Hoonsang Yoon, Pilsung Kang, Junseong Bang and Misuk Kim✝
2023
2023
Workshop of KDD 2023
DSTEA: Improving Dialogue State Tracking via Entity Adaptive Pre-training
Yukyung Lee, Takyoung Kim, Hoonsang Yoon, Pilsung Kang, Junseong Bang and Misuk Kim✝
EACL 2023
Headline Token-based Discriminative Learning for Subheading Generation in News Article
Joonwon Jang and Misuk Kim✝
Heliyon
Monetary policy document analysis for prediction of monetary policy board decision
Misuk Kim and Sungzoon Cho✝
Neural Processing Letters
Simple and Effective Pre-training of Language Models for Dialogue State Tracking
Jinwon An and Misuk Kim✝
Expert Systems with Applications
ESG Information Extraction with Cross-sectoral and Multi-source Adaptation based on Domain-tuned Language Models
Jaeyoung Lee and Misuk Kim✝
2022
2022
Workshop of EMNLP 2022
Oh My Mistake!: Toward Realistic Dialogue State Tracking including Turnback Utterance
Takyoung Kim, Yukyung Lee, Hoonsang Yoon, Pilsung Kang, Junseong Bang and Misuk Kim✝
ACL 2022
Mismatch between Multi-turn Dialogue and its Evaluation Metric in Dialogue State Tracking
Takyoung Kim, Hoonsang Yoon, Yukyung Lee, Pilsung Kang and Misuk Kim✝
[PDF]
IEEE Access 2022
Detecting Documents with Inconsistent Context
Dongin Jung, Misuk Kim and Yoon-sik Cho✝
IEEE Transactions on Audio, Speech and Language Processing 2022
Domain-slot Relationship Modeling using a Pre-trained Language Encoder for Multi-Domain Dialogue State Tracking
Jinwon An, Sungzoon Cho, Junseong Bang and Misuk Kim✝
Expert Systems with Applications
Accurate and Prompt Answering Framework Based on Customer Reviews and Question-Answer Pairs
Eun Kim, Heyjung Yoon, Jungeun Lee and Misuk Kim✝
Expert Systems with Applications
Detecting Incongruent News Headlines with Auxiliary Textual Information
Joonwon Jang, Minju Kim, Yoonsik Cho and Misuk Kim✝
2021
2021
Plos One
Semi-supervised learning for an improved diagnosis of COVID-19 in CT images
Chang Hee Han, Misuk Kim and Jin Tae Kwak
Expert Systems With Applications
Adaptive trading system integrating machine learning and back-testing: Korea bond market case
Misuk Kim✝
2019
2019
Computers and Industrial Engineering
Representation learning for unsupervised heterogeneous multivariate time series segmentation and its application
Hyunjoong Kim, Han Kyul Kim, Misuk Kim, Jooseoung Park, Kyengbin Im, Chang Ryeol Yoo and Sungzoon Cho
2018
2018
Intelligent Data Analysis
Stock price prediction through sentiment analysis of corporate disclosures using distributed representation
Misuk Kim, Eunjeong Lucy Park and Sungzoon Cho
2017
2017
Computers and Industrial Engineering
Virtual Metrology for Copper-Clad Laminate Manufacturing
Misuk Kim, Seokho Kang, Jehyuk Lee, Hyunchang Cho, Sungzoon Cho and Jee Su Park
2015
2015
International Journal of Industrial Engineering
GLOBAL SEARCH OF GENETIC ALGORITHM ENHANCED BY MULTI-BASIN DYNAMIC NEIGHBOR SAMPLING
Misuk Kim and Gyu-Sik Han.
INFORMS
Virtual Metrology for Copper Clad Laminate Manufacturing
Misuk Kim, Seokho Kang, Jehyuk Lee, Hyun-Chang Cho and Sungzoon Cho
2011
2011
APEIMS 2011
Multi-Basin Neighbor Search method for global optimization
Misuk Kim, Kyoungok Kim and Jaewook Lee
Domestic Papers
Domestic Papers
46. Jaeyoung Lee and Misuk Kim✝. LLM을 활용한 설명 기반 시그널 생성 프레임워크. Korea Data Mining Society, Pyeongchang, Korea (2025). (최우수논문상 수상)
45. Minjoo Son and Misuk Kim✝. 헤겔의 변증법적 사고를 활용한 멀티 에이전트 기반 언어 모델 협업 추론 시스템. Korea Data Mining Society, Pyeongchang, Korea (2025). (대상 수상)
44. Uiin Kim and Misuk Kim✝. 자연어 분위기 태그와 음악적 특징 결합을 통한 음악 감정 자동 레이블링. Korea Data Mining Society, Pyeongchang, Korea (2025). (최우수논문상 수상)
43. Yoonseo Lee and Misuk Kim✝. 편향 벡터 추출 및 편향 벡터 조정을 통한 범용적 언어 모델 편향 완화 프레임워크. Korea Data Mining Society, Pyeongchang, Korea (2025). (최우수논문상 수상)
42. Jinwoo Jung and Misuk Kim✝. 양방향 디노이징과 음소 기반 정제 기법을 활용한 한국어 텍스트 교정. Korea Data Mining Society, Pyeongchang, Korea (2025).
41. Hyuna Jeon and Misuk Kim✝. "LLM 기반 추천시스템을 위한 그래프 임베딩의 적응형 MoE 기반 정렬 프레임워크", Korea Data Mining Society, Pyeongchang, Korea (2025). (최우수논문상 수상)
40. Jiin Park and Misuk Kim✝. "A Multi-Aspect LLM Framework for Explainable Recommendation with Self-Adaptive Reasoning", Korea Data Mining Society, Pyeongchang, Korea (2025). (최우수논문상 수상)
39. Jaeyoung Lee, Hyuna Jeon, Uiin Kim and Misuk Kim✝. "LLM을 활용한 베어링 진단 멀티모달 데이터 생성 및 검증", The Korean Reliability Society (KORAS), Jeju, Korea (2025).
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). (장려상 수상)
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).
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