Seongmin Mun
My expertise encompasses machine learning, natural language processing, and data visualization. Regarding my research interests, I have participated in numerous collaborative research projects spanning diverse topics related to language data across disciplines, institutions, industries, government agencies, and countries. Below, I outline the research endeavors I have pursued.
Papers and Proceedings
Shin G-H., & Mun, S. (2024). Modelling child comprehension: A case of suffixal passive construction in Korean. Computer Speech & Language, doi:10.1016/j.csl.2024.101701.
Indexing; SCIE
Computer Speech & Language, Pre-proof
Gong, S-H., Shim, J-W., Hyeon, M-H., & Mun, S. (2024). Auto-correction with Levenshtein (Edit) Distance Algorithm to Spell Error in Legal Terms. The Journal of the Korea Contents Association, 24(7), 82-93.
Indexing; KCI
KCI, PDF
Mun, S., & Shin, G-H. (2024). Neural network modelling on Korean monolingual children’s comprehension of suffixal passive construction in Korean. In Proceedings of the 46th Annual Meeting of the Cognitive Science Society (CogSci 2024). 5151-5159, Rotterdam, Netherlands
PDF, Program
Shin G-H., Jung B-K., & Mun, S. (2024). Transformer-based text similarity and second language proficiency: A case of written production by learners of Korean. Natural Language Processing Journal, doi:10.1016/j.nlp.2024.100060.
Natural Language Processing Journal, PDF
Kim, H-J., Kim, M-S. & Mun, S. (2024). Analysis of Descriptive Course Evaluations Applying Word Ontology: Focusing on Student-Centered Narrative Lecture Evaluation Platform, Everytime. The Journal of the Korea Contents Association, 24(4), 560-570.
Indexing; KCI
KCI, PDF
Mun, S., Lee, H. & Lee, S. (2024). GoryeoDPC: Visualization System for Analyzing the Relationship between Political Marriages and Power in the Goryeo Dynasty. Journal of Society of Design Convergence, 23(2), 121-138.
Indexing; KCI
KCI, PDF
Steffan, A., Zimmer, L., Arias-Trejo, N., Bohn, M., Ben, R. D., Flores-Coronado, M. A., Franchin, L., Garbisch, I., Wiesmann, C. G., Hamlin, J. K., Havron, N., Hay, J. F., Hermansen, T. K., Jakobsen, K. V., Kalinke, S., Ko, E-S., Kulke, L., Mayor, J., Meristo, M., Moreau, D., Mun, S., Prein, J., Rakoczy, H., Rothmaler, K., Oliveira, D. S., Simpson, E. A., Sirois, S., Smith, E. S., Strid, K., Tebbe, A-L., Thiele, M., Yuen, F. & Schuwerk, T. (2023). Validation of an open source, remote web-based eye-tracking method (WebGazer) for research in early childhood. Infancy, 29(1), 31-55. doi.org/10.1111/infa.12564.
Indexing; SSCI
Infancy, PDF, Github
Mun, S., Lee, S., & Lee, H. (2023). Visual analytics for the marriage network in the Goryeo dynasty, Korea. 17th International Conference on Computer Graphics, Visualization, Computer Vision and Image Processing.
Scopus, Program, PPT, PDF
Lee, H., Mun, S., & Lee, S. (2023). The Origin of the Ruling Elite Group: Focused on Marriage Networks of Royal Families from King Taejo to King Hyeonjong of Goryeo. DAEDONG MUNHWA YEON'GU, 122, 187-220.
Indexing; KCI
KCI, PDF
Shin G-H., & Mun, S. (2023). Explainability of neural networks for child language: Agent-First strategy in comprehension of Korean active transitive construction. Developmental Science, doi:10.1111/desc.13405.
Indexing; SSCI
Developmental Science, PDF
Mun, S., Kim, S-H., & Ko, E-S. (2022). A proposal to improve on existing Grapheme-to-Phoneme conversion models informed by linguistics. The Korean Society for Language and Information, 26(2), 27-46.
Indexing; KCI
The Korean Society for Language and Information, KCI, PDF
Shin, H-J., & Mun, S. (2022). A Text Mining Analysis of Translator’s Style: Comparing Translating Styles of ‘as if’ Constructions. T&I REVIEW, 12(1), 97-120.
Indexing; KCI
T&I REVIEW, KCI, PDF
Shin, G-H., & Mun, S. (2022). Limits on Neural Networks: Agent-First Strategy in Child Comprehension. In Proceedings of the 44th Annual Meeting of the Cognitive Science Society (CogSci 2022). 1-10, Toronto, Canada
PDF, Program
Mun, S., & Desagulier, G. (2022). How do Transformer-Architecture Models Address Polysemy of Korean Adverbial Postpositions? In Proceedings of Deep Learning Inside Out (DeeLIO): The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures, pages 11–21, Dublin, Ireland. Association for Computational Linguistics.
Paper, Presentation, Poster, DeepLIO Program, ACL Program
Kim, S-H, Mun, S., & Ko, E-S. (2022). Sound symbolism according to gender: Focusing on the names of residents' characters in the Animal Crossing game. Studies in Phonetics, Phonology and Morphology, 28(1), 33-55.
Indexing; KCI
Studies in Phonetics, Phonology and Morphology, DBpia, KCI, PDF
Shin G-H., & Mun, S. (2022). Korean-speaking children’s constructional knowledge about a transitive event: Corpus analysis and Bayesian modelling. Journal of Child Language, 50(2), 311-337. doi:10.1017/S030500092100088X.
Indexing; SSCI
Journal of Child Language, PDF
Shin, G-H., & Mun, S. (2021). Bayesian simulation of clause-level constructional knowledge in child language development: Active transitives and suffixal passives in Korean. In D. Dionne and L-A. Vidal Covas (Eds.), Proceedings of the 45th Annual Boston University Conference on Language Development, (pp. 679–692). Boston, MA: Cascadilla Press.
BUCLD45, PDF
Ha, H., Han, H., Mun, S., Bae, S., Lee, J., & Lee, K. (2019). An Improved Study of Multilevel Semantic Network Visualization for Analyzing Sentiment Word of Movie Review Data. Applied Sciences, 9, 2419. doi:10.3390/app9122419.
Indexing; SCIE
Applied Sciences, PDF
Ha, H., Mun, S., Choi, G., Hong, E., Lee, S., & Lee, K. (2019). Visual Analysis on the Political Orientation of Historical Characters in the Joseon Dynasty: Focusing on Seo, Geojeong. Archives of Design Research, 32(1), 147-161.
Indexing; KCI, SCOPUS
Scopus, Archives of Design Research, DBpia, PDF
Mun, S., Choi, G., Desagulier, G., & Lee, K. (2018). PreechVis: Visual Profiling using Multiple-word Combinations. Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (IVAPP2018), 97-107.
Scopus, dblp, Scitepress, Program, PPT, PDF
Lee, K., Lee, J., Kim, D., Park, J., Mun, S., Jang, Y., & Park, J. (2017). Controversy Visualization- How Controversial Public Discourse in Wikipedia Articles Evolves over Time. Archives of Design Research, 30(4), 57-69.
Indexing; KCI, SCOPUS
Scopus, DBpia, PDF, Best paper award
Mun, S., Choi, G., Lee, S., & Lee, K. (2017). Visual analysis for voting relationships in Joseon Dynasty, Korea. Proceedings of the 10th International Conference on ICT, Society and Human Beings, 111-118.
Scopus, Iadis, Program, PDF
Mun, S., Desagulier, G., & Lee, K. (2017). A visual approach for text analysis using multiword topics. IEEE, EuroVis 2017, Proceedings of the 19th EG/VGTC Conference on Visualization, 57-59.
Eurographics, dblp, HAL, Program, POSTER, PDF
Mun, S., & Lee, K. (2016). Data analysis by Integrating statistics and visualization: Visual verification for the prediction model. Journal of Society of Design Convergence, 15(6), 195-214.
Indexing; KCI
KISS, Cover, DecisionTree, PDF
Park, S., Jo, E., Mun, S., & Lee, K. (2016). Analysis of corporate twitter usage types and Influence Visualization on Key Players. Journal of Society of Design Convergence, 15(6), 129-144.
Indexing; KCI
KISS, Cover, PDF
Ha, H., Han, H., Mun, S., Bae, S., Lee, J., & Lee, K. (2016). Visualization of movie recommendation system using the sentimental vocabulary distribution map. The Korea Society of Computer and Information, 21(5), 19-29.
Indexing; KCI
DBpia, PDF
Mun, S., Kim, G., Choi, G., & Lee, K. (2016). Movie Recommended System based on Analysis for the User Review utilizing Ontology Visualization. Journal of Society of Design Convergence, 15(2), 347-368.
Indexing; KCI
KISS, Cover, PDF
Park, S., Jo, E., Lee, H., Mun, S., & Lee, K. (2015). Analysis of Corporate Twitter Usage Types and Influence Visualization on Key Players. Proceedings of the IADIS International Conference Web Based Communities, 122-131.
Scopus, EBSCO, Iadis, CGIV2015 Conference Cover, Program, PDF
Ha, H., Mun, S., Kwon, O., & Lee, K. (2015). Proximity Based Circular Visualization for Similarity Analysis of UNGA Voting Patterns. IEEE International Symposium on Big Data Visual Analytics, 127-128.
IEEE Xplore, Scopus, dblp, semanticScholar, Program, POSTER, PDF
Choi, H. Ha, H., Mun, S., & Lee, K. (2015). Proximity based Circular Visualization for similarity analysis of voting patterns between nations in UN General Assembly. Journal of Society of Design Convergence, 14(4), 133-150.
Indexing; KCI
KISS, Cover, PDF
Mun, S., Ha, H., & Lee, K. (2015). Relationship Analysis between the Box Office Performance and Sentimental Words in Movie Review. Journal of Society of Design Convergence, 14(4), 1-16.
Indexing; KCI
KISS, Cover, PDF
Mun, S., Han, H., Ha, H., & Lee, K. (2014). A Visual Analysis on Factors Affecting Repurchase Intention in Social Commerce. Journal of Society of Design Convergence, 13(6), 139-152.
Indexing; KCI
KISS, Cover, PDF
Presentations
Mun, S., Lee, S., & Lee, H. (September 2023). Marriage Network Analysis of Political Power in Pre-modern Goryeo Korea. 2023 American Political Science Association Annual Meeting & Exhibition.
Program, PDF
Mun, S., Ko, E-S., & Chai, J-H (June 2023). Is it easier to segment words in speech directed to a child than an adult? The 23rd Biennial Meeting of The International Circle of Korean Linguistics.
Proceeding, Program, PDF
Mun, S., & Desagulier, G. (January 2023). How do Transformer-Architecture Models Address Polysemy of Korean Adverbial Postpositions? Poster presenting at ALPS 2023. LIG (Univ. Grenoble Alpes) and Naver Labs Europe, France.
Schedule, Poster
Shin, G-H., Jung, B. K., & Mun, S. (August 2022). Transformer-architecture-based text similarity and L2 proficiency. Paper presenting at EuroSLA 31. University of Fribourg, Switzerland.
PDF
Mun, S., & Ko, E-S (July 2022). Adaptation of maternal speech in statistical word segmentation of Korean. The 2022 Congress of the International Congress of Infant Studies (ICIS2022), Ottawa, Canada.
Program, Poster, PDF
Shin, G-H., Jung, B. K., & Mun, S. (June 2022). To what extent neural network models reveal L2 constructs? Relationship between text similarity and learner proficiency. The 9th edition of the Grammar and Corpora (GaC) conference, University of Ghent, Belgium.
Program, Book, PDF
Mun, S. (June 2022). Polysemy resolution by using similarity based estimation. LSK2022 Summer Conference: Artificial Intelligence and Linguistics, Online, South Korea.
Program, PDF
Mun, S. (December 2021). How does BERT address polysemy of Korean adverbial postpositions -ey, -eyse, and -(u)lo?. 2021 Winter LSK Young Scholar Symposium and Winter Conference
Handbook, Program, Abstract, PDF
Shin, G-H., & Mun, S. (October 2021). Korean-speaking children’s constructional knowledge about transitive events: Corpus analysis and Bayesian modelling. The 30th Association for Korean Studies in Europe, La Rochelle University, France
Program, Abstract
Mun, S., & Shin, G-H. (August 2021). How does context window size address polysemy of adverbial postposition -(u)lo in Korean?. The 11th International Conference on Construction Grammar (ICCG11)
Program, Abstract, PDF
Shin, G-H., & Mun, S. (August 2021). Bayesian simulation of Korean-speaking children’s constructional knowledge about transitive events. The 11th International Conference on Construction Grammar (ICCG11)
Program, Abstract, PDF
Jung, B. K., Shin, G-H., & Mun, S. (August 2021). NLP-based measurement of text quality for learner writing: Relationship between text similarity and proficiency. The 22nd the International Circle of Korean Linguistics (ICKL22)
Program, Abstract, PDF
Mun, S. (August 2021). How does BERT address polysemy of Korean adverbial postpositions -ey, -eyse, and -(u)lo?. The Linguistics Society of Korea 2021 summer Conference: Languge Research in the Age of AI
Program_1, Program_2, PDF
Shin, G-H., & Mun, S. (November 2020). Bayesian simulation of clause-level constructional knowledge in child language development: Active transitives and suffixal passives in Korean. Poster presenting at the 45th Annual Boston University Conference on Language Development (BUCLD)
Program, Abstract, POSTER
Mun, S., & Shin, G-H. (June 2020). Context window and polysemy interpretation: A case of Korean adverbial postposition –(u)lo. IMPRS Conference 2020: Interdisciplinary Approaches to the Language Sciences, Max Planck Institute for Psycholinguistics.
Program, PDF, POSTER
Shin, G-H., & Mun, S. (June 2020). Bayesian modelling of clause-level constructional knowledge for Korean-speaking preschool children. IMPRS Conference 2020: Interdisciplinary Approaches to the Language Sciences, Max Planck Institute for Psycholinguistics.
Program, PDF, POSTER
Mun, S. (November 2019). A computational approach to resolve the polysemy of postpositions in Korean. Coldoc2019, Colloque de doctorants et de jeunes chercheurs en Sciences du langage.
Program, PDF, POSTER
Mun, S., Wang, I., Desagulier, G., Choi, G., & Lee, K. (December 2018). Fruit flies like a banana: Parsing multiword constructions with DepVis. Digits, internal reflection, and the study of linguistics, Hankuk University of Foreign Studies.
Program, PPT
Choi, G., Yoon, T., Park, C., Lee, S., Choi, H., Park, C., Kang, J., Mun, S., & Lee, K. (December 2018). A Visual Analysis of Power Relations among People on Time-series Data Using Network Visualization: Focusing on 19th National Assembly Data in Korea. 43rd Annual Meeting of the Social Science History Association.
Program, PDF
Guo, W., Kim, S., Mun, S., & Lee, K. (October 2018). BubbleUp: Toward Better Analysis for Temporal Event Data. IEEE VIS 2018, Scientific Visualization, Information Visualization and Visual Analytics.
[VIS18 Preview] BubbleUp: Toward better analysis for the temporal event data (Poster) from VGTCommunity on Vimeo.
Program, PDF, POSTER
Mun, S., Wang, I., Desagulier, G., Choi, G., & Lee, K. (July 2018). Time flies like an arrow and fruit flies like a banana; parsing multiword constructions with DepVis. The 10th International Conference on Construction Grammar(ICCG10).
Program, PPT, PDF
Desagulier, G., Lacheret-Dujour, A., Isel, F., & Mun, S. (May 2018). Characterizing discourse genres with prosodic features in a reference treebank of spoken French. Aflicojet2018, Corpora and Representativeness, Nanterre ,France.
Program, Poster, PPT, PDF
Mun, S., Desagulier, G., & Lee, K. (October 2017). How can we capture Multiword Expressions?. 5th International Conference on Statistical Language and Speech Processing, SLSP2017.
Program, PPT, POSTER, PDF
Bae, S., Mun, S., Choi, G., Lim, S., Bang, S., Son, S., Hong, C., Shin, H., & Lee, K. (June 2017). Visualization based sankey diagram for decision making tree analysis. ACM, Computer Graphics International 2017 (CGI2017).
Program, POSTER, DecisionTree, PDF
Mun, S., Desagulier, G., Lacheret-Dujour, A., & Lee, K. (June 2017). How can we capture multiword expressions?. The day of Ph.D students in MODYCO.
Program, PPT
Mun, S., Han, H., Choi, G., Yoon, T., Kim, J., & Lee, K. (November 2016). Hierarchical Network Visualization Approach to Power Mechanism in Medieval Joseon Korea. 41st Annual Meeting of the Social Science History Association.
Program, PPT
Bae, S., Mun, S., Choi, G., Lim, S., Bang, S., Son, S., Hong, C., Shin, H., & Lee, K. (October 2016). Decision tree analysis utilizing sankey diagram. Academic Association of Global Cultural Contents (AAGCC) .
Program, POSTER
Choi, S., Kim, J., Kim, S., Mun, S., Kim, K., & Lee, K. (August 2016). Analysis of Linguistic Difference in Writing Primed with Regulatory Focus. The Sixth International Conference on Language, Literature, Culture and Education (ICLLCE) 2016.
Photos, POSTER
Mun, S., Choi, G., Han, H., Kim, J., & Lee, K. (June 2016). VoteStreamVis: Visual Analysis of Congressional Votes in the Annals of the Joseon Dynasty. Interdisciplinary Research Methodology for ’Big Data’ in Historical Studies; The beginning of ’Digital History’, Korea Research Foundation.
Program, PPT
Mun, S., Kim, G., Karim, R. M., & Lee, K. (October 2015). Internet Review Opinion Mining and Data Visualization. Symposium on Visualization in Data Science (VDS at IEEE VIS 2015).
Program, POSTER
Lee, S., Choi, H., Mun, S., Han, H., Ha, H., & Lee, K. (December 2014). Visualization Approach to a Korean Genealogy Data. 2014 The 1st International Symposium on Digital Humanities, Digital Humanities and Culture : Trends and Prospects.
Cover, Program, PPT
