Assistant Professor
Department of Artificial Intelligence
Chungnam National University (CNU)
99 Daehak-ro, Yuseong-gu, Daejeon,
Republic of Korea, 34134
Email: jingun.kwon@cnu.ac.kr
Office: Room W2-512
Research Interests
Summarization
Text classification
Sentiment analysis
Neural Ranking
Assistant Professor, Department of Artificial Intelligence, CNU (2023.09~present)
Applied Research Scientist, Search cic, NAVER (2022.06~2023.08, full-time)
GPT3-based GenerativeAI
Neural Ranking Model
National Assembly of the Republic of Korea (2016.06~2016.08, intern)
Educations
Ph.D. in Information and Communications Engineering, Tokyo Institute of Technology, 2023.03 (Advisor: Manabu Okumura)
M.E. in Information and Communications Engineering, Tokyo Institute of Technology, 2020.03 (Advisor: Manabu Okumura)
B.S. in Statistics, University of California, Los Angeles (UCLA), 2018.03
Publications (* indicates corresponding author, underline indicates CNU student)
International Conferences
NER (Long paper, under reviewing)
Length Representations (Long paper, under reviewing)
Deep Fake Image Detection (Long paper, under reviewing)
MBA deofuscation (Short paper, under reviewing)
Image Generation (Long paper, under reviewing)
Faithful Generation (Short paper)
Multimodal Generation (Short paper)
Naive Transformer (Long paper)
Watermarking (Long paper)
Considering Length Diversity in Retrieval-Augmented Summarization
Juseon Do, Jaesung Hwang, Jingun Kwon*, Hidetaka Kamigaito, Manabu Okumura
Findings of the Nations of the Americas Chapter of the Association for Computational Linguistics: NAACL2025 (Short paper)
InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models
Juseon Do, Jingun Kwon*, Hidetaka Kamigaito, Manabu Okumura
Findings of the Association for Computational Linguistics: ACL 2024 (Long paper)
Before CNU (~2023.09)
Abstractive Document Summarization with Summary-length Prediction
Jingun Kwon, Hidetaka Kamigaito, Manabu Okumura
Findings of the Association for Computational Linguistics: EACL 2023
Hierarchical Label Generation for Text Classification
Jingun Kwon, Hidetaka Kamigaito, Young-In Song, Manabu Okumura
Findings of the Association for Computational Linguistics: EACL 2023
Considering Nested Tree Structure in Sentence Extractive Summarization with Pre-trained Transformer
Jingun Kwon, Naoki Kobayashi, Hidetaka Kamigaito, Manabu Okumura
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Making your Tweets more Fancy: Emoji Insertion to Texts
Jingun Kwon, Naoki Kobayashi, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura
Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP), 2021
A New Surprise Measure for Extracting Interesting Relationships between Persons
Hidetaka Kamigaito, Jingun Kwon, Young-In Song, Manabu Okumura
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations (EACL), 2021
Hierarchical Trivia Fact Extraction from Wikipedia Articles
Jingun Kwon, Hidetaka Kamigaito, Young-in Song, Manabu Okumura
Proceedings of the 28th International Conference on Computational Linguistics (Coling), 2020
Bridging between Emojis and Kaomojis by Learning their Representations from Linguistic and Visual Information
Jingun Kwon, Naoki Kobayashi, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura
IEEE/WIC/ACM International Conference on Web Intelligence (WI), 2019
Journals
Joint Modeling of Emoji Position and Its Label for Better Understanding in Social Media
Jingun Kwon, Kobayashi Naoki, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura
Journal of Natural Language Processing, 29-2, 2022
Reviewer
NAACL, ACL, EMNLP, ICLR, ...