
✉️ [email protected]
🐱 Github / 🎓 Scholar
I am a Ph.D. student in Computer Science at Yonsei University, affiliated with the Internet Computing Lab and advised by Prof. Kyong-Ho Lee. Prior to this, I earned my bachelor’s degree in Biology and Software Convergence from Kyung Hee University.
Research Interests
- Knowledge Graph based Question Answering
- Domain-specific reasoning
- Long-tail knowledge
Education & Experience
- Yonsei University, Seoul, South Korea
Integrated M.S. & Ph.D. Student in ****Computer Science
Mar. 2022 – Present
- Human-Inspired AI Research, Seoul, South Korea
Research Intern
Mar. 2021 – Dec. 2021
- Kyung Hee University, Seoul, South Korea
B.S. in Biology & Software Convergence
Mar. 2017 – Feb.2022
Publications
International
- Which bird does not have wings: Negative-constrained KGQA with Schema-guided Semantic Matching and Self-directed Refinement
Midan Shim*, Seokju Hwang, KaeHyun Um, Kyong-Ho Lee
Under Review
- OmEGa (Ω): Ontology-based information extraction framework for constructing task-centric knowledge graph from manufacturing documents with large language model
Midan Shim*, Hyojun Choi, Heeyeon Koo, Kaehyun Um, Kyong-Ho Lee, Sanghyun Lee
Advanced Engineering Informatics (IF:9.9) 2025
- MIRROR: Multi-party dialogue generation based on interpersonal relationship-aware persona retrieval
Seungmi Lee, Midan Shim, Kyong-Ho Lee
Expert Systems with Applications (IF:7.5) 2025
- An analysis on language transfer of pre-trained language model with cross-lingual post-training
Suhyune Son, Chanjun Park, Jungseob Lee, Midan Shim*, Chanhee Lee, Yoonna Jang, Jaehyung Seo, Jungwoo Lim, Heuiseok Lim
Expert Systems with Applications (IF:7.5) 2025
- Active Learning Framework for Improving Knowledge Graph Accuracy
Donghyun Kim, Hyeongjun Yang, Seokju Hwang, Kyuhwan Yeom, Midan Shim, Kyong-Ho Lee
IEEE Access (IF:3.6), 2025
- Empirical analysis of parallel corpora and in-depth analysis using LIWC
Chanjun Park, Midan Shim*, Sugyeong Eo, Seolhwa Lee, Jaehyung Seo, Hyeonseok Moon, Heuiseok Lim
Applied Sciences (IF:2.5), 2022
- K-EPIC: Entity-Perceived Context Representation in Korean Relation Extraction
Yuna Hur, Suhyune Son, Midan Shim*, Jungwoo Lim, Heuiseok Lim
Applied Sciences (IF:2.5), 2021
- Schizophrenia Detection Using Machine Learning Approach from Social Media Content
Yi Ji Bae, Midan Shim, Won Hee Lee
Sensors (IF:3.5), 2021
Domestic
- Korean and Multilingual Language Models Study for Cross-Lingual Post-Training (XPT)
Suhyune Son, Chanjun Park, Jungseob Lee, Midan Shim, Chanhee Lee, Kinam Park, Heuiseok Lim
한국융합학회, 2022
- LSTM–어텐션 메커니즘 기반의 풍력 출력 예측 분석
이륜경, 심미단, 신훈영
대한전기학회 학술대회, 2022
- LIWC 를 이용한 소셜미디어 정신질환 게시글의 언어학적 특성 분석
심미단*, 이원희
한국정보과학회, 2021
- Empirical study on BlenderBot 2.0's errors analysis in terms of model, data and dialogue
Jungseob Lee, Suhyune Son, Midan Shim, Yujin Kim, Chanjun Park, Aram So, Jeongbae Park, Heuiseok Lim
한국융합학회, 2021