Publications
Proceedings
2024
CY. Kim, SY. Kim, SH. Cho & YM. Kim*. Bridging the Language Gap: Domain-Specific Dataset Construction for Medical LLMs. Second International Workshop Generalizing from Limited Resources in the Open World (GLOW), IJCAI, 2024 [HTML]
2023
김송연, 김영민*, 리뷰데이터 기반 고객 만족도 요인 분석. 한국소프트웨어종합학술대회 KSC, 2023
석진실, 조승환, 김영민*, 이태석. BERT 기반 문장 분류모델을 이용한 연구 논문의 추출적 요약. **우수논문상** 한국정보과학회 KCC, 2023
조승환, 석진실, 김영민*, 강남규, 신수미. K-modes 클러스터링을 활용한 ScienceON 로그 데이터 기반 이용자 행동 패턴 분석. 한국정보과학회 KCC, 2023
석진실, 조승환, 김영민*, 선충녕. 개인화 서비스 제공을 위한 검색 정보 기반 용어 전문성 판별. 한국정보과학회 KCC, 2023
2022
SO. Na, YM. Kim*, SH. Cho. Insurance Question Answering via Single-turn Dialogue Modeling. Second Workshop on When Creative AI Meets Conversational AI, COLING, 2022 [HTML]
공세운, 김영민*, 나선옥. 가이드라인을 적용한 HEVC 압축 동영상에서의 이동객체 검출. 한국정보과학회 KCC, 2022
김영민*, 공세운, 나선옥, 김철연. HEVC 비트스트림을 활용한 효율적인 실시간 이동 객체 검출. 한국정보과학회 KCC, 20212021
나선옥, 김영민*, 공세운. 의료 조언을 위한 의료 개체명 인식과 정규화. 한국정보과학회 KCC, 2021
이태훈, 김영민*, 정은지, 나선옥. 의료 조언을 위한 질문 의도 인식: 학습 데이터 구축 및 의도 분류. **우수논문상** 한국정보과학회 KCC, 2020 [HTML]2020
YM. Kim, TH. Lee, H. Jo. Korean Medical Information Extraction using BERT. CIKM Workshop on Data and Text Mining in Biomedicine (DTMBio), 2019 [HTML]2019
YM. Kim. Training Set Expansion using Word Embeddings for Korean Medical Information Extraction. VLDB Workshop on Data Management and Analytics for Medicine and Healthcare (DMAH), 2019 [HTML]
서영희, 김영민*, 김명호. 기계학습을 활용한 SW 융합 R&D 자동 분류 및 현황 분석에 관한 연구. 기술경영경제학회 하계학술대회, 2019 [HTML]
2018
YM Kim. What Makes the Difference in Visual Styles of Comics: From Classification to Style Transfer. 2018 3rd International Conference on Computational Intelligence and Applications (ICCIA), 2018 [HTML]
김철연， 한택진， 윤일로， 이윤진， 이지영， 최경현, 원정인, 김영민*. YOLO 를 이용한 CCTV 영상에서의 쓰러짐 검출. 한국정보과학회 KCC, 2018 [HTML]
2017
김영민， 이지영， 윤일로， 한택진， 김철연*. 배경 차분과 CNN 기반의 CCTV 객체 검출. **우수발표논문상** 한국정보과학회 KCC, 2017 [PDF]
2015
YM Kim, J. Velcin, S. Bonnevay, and MA. Rizoiu. Temporal multinomial mixture for instance-oriented evolutionary clustering. Proceedings of the 37th European Conference on Information Retrieval (ECIR), Springer, Cham. 2015 [HTML]
S. Hong, S. Shin, YM. Kim, CN. Seon, Um J.., S. Song. Design of Marketing Scenario Planning Based on Business Big Data Analysis. In: Fui-Hoon Nah F., Tan CH. (eds) HCI in Business. HCIB 2015. Lecture Notes in Computer Science, vol 9191. Springer, Cham, 2015 [HTML]
2014
S. Shin, YM. Kim, CN. Seon, S. Hong, SK. Song, and H. Jung. Business Event Extraction System Based on SSVM. Workshop and Poster Proceedings of the 4th Joint International Semantic Technology Conference, 2014 [PDF]
J. Velcin, YM. Kim, C. Brun, JY. Dormagen, E. Sanjuan, L. Khouas, A. Peradotto, S. Bonnevay, C. Roux, J. Boyadjian, A. Molina, and M. Neihouser. Investigating the Image of Entities in Social Media: Dataset Design and First Results. Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), 26-31, 2014. [PDF]
Y. Kim, P. Faath, and M. Dacos. Annotated Bibliographical Reference Corpora in Digital Humanities. The International Conference on Language Resources and Evaluation, 494-501, 2012 [PDF]2012
Y. Kim, P. Bellot, E. Faath, and M. Dacos. Automatic annotation of incomplete and scattered bibliographical references in Digital Humanities papers. Conférence en Recherche d'Information et Applications, 329 -340, 2012 [PDF]
Y. Kim, P. Bellot, E. Faath, and M. Dacos. Machine Learning for Automatic Annotation of References in DH scholarly papers, Digital Humanities, 2012 [HTML]
Y. Kim, P. Bellot, J. Tavernier, E. Faath, and M Dacos. Evaluation of BILBO reference parsing in digital humanities via a comparison of different tools. Proceedings of the 2012 ACM symposium on Document engineering, 209-212, 2012 [PDF]
2011
YM. Kim, P. Bellot, E. Faath, and M. Dacos. Automatic annotation of bibliographical references in digital humanities books, articles and blogs. Proceedings of the 4th ACM workshop on Online books, complementary social media and crowdsourcing, 2011 [PDF]
JG. Lee, YM. Kim, J. Park, and JW. Cha. Recommending the Meanings of Newly Coined Words. Procedia-Social and Behavioral Sciences, 2011 [HTML]
2010
YM. Kim, MR. Amini, C. Goutte, and P. Gallinari. Multi-view clustering of multilingual documents. Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval, 2010 [PDF]
2009
YM. Kim, JF. Pessiot, MR. Amini, and P. Gallinari. Une extension du modèle sémantique latent probabiliste pour le partitionnement non-supervisé de documents textuels. Conférence d'apprentissage, CAP 2009 [PDF]
2008
YM. Kim, JF. Pessiot, MR. Amini, and P. Gallinari. An extension of PLSA for document clustering. Proceedings of the 17th ACM conference on Information and knowledge management, 2008 [PDF]
JF. Pessiot, YM. Kim, MR. Amini, N. Usunier, P. and Gallinari. Une méthode contextuelle d'extension de requête avec des groupements de mots pour le résumé automatique. Conférence en Recherche d'Information et Applications, 2008 [PDF]