About Me

I’m interested in Information Extraction and Retrieval.
Currently, I am a graduate student and advised by Prof. Heuiseok Lim in the NLP & AI Lab.

Contact: s0ny@korea.ac.kr / fnrnslwma@gmail.com

Research Interest

Korea University (2021/09 ~ )
- M.S & Ph.D in Computer Science & Engineering
Dongguk University (2014/03 ~ 2021/02)
- B.S in Information & Communication Engineering

Hyper-BTS Dataset: Scalability and Enhanced Analysis of Back TranScription (BTS) for ASR Post-Processing
Findings of the Association for Computational Linguistics: EACL 2024
Chanjun Park, Jaehyung Seo, Seolhwa Lee, Junyoung Son, Hyeonseok Moon, Sugyeong Eo, Chanhee Lee, Heuiseok Lim
Post-hoc Utterance Refining Method by Entity Mining for Faithful Knowledge Grounded Conversations
The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023)
Yoonna Jang[*], Suhyune Son[*], Jeongwoo Lee[*], Junyoung Son, Yuna Hur, Jungwoo Lim, Hyeonseok Moon, Kisu Yang, Heuiseok Lim (*: equal contributions)
Explore the Way: Exploring Reasoning Path by Bridging Entities for Effective Cross-Document Relation Extraction
Findings of the Association for Computational Linguistics: EMNLP 2023 (EMNLP 2023 findings)
Junyoung Son, Jinsung Kim, Jungwoo Lim, Yoonna Jang, Heuiseok Lim
GRASP: Guiding model with RelAtional Semantics using Prompt (Oral Presentation)
The 29th International Conference on Computational Linguistics (COLING 2022)
Junyoung Son[*], Jinsung Kim[*], Jungwoo Lim[*], Heuiseok Lim (*: equal contributions)
KoCHET: a Korean Cultural Heritage corpus for Entity-related Tasks
The 29th International Conference on Computational Linguistics (COLING 2022)
Gyungmin Kim[*], Jinsung Kim[*], Junyoung Son[*], Heuiseok Lim (*: equal contributions)

Prompt Language Learner with Trigger Generation for Dialogue Relation Extraction
IEEE Access, vol. 10, pp. 59205-59218, 2022
Jinsung Kim, Gyeongmin Kim, Junyoung Son, and Heuiseok Lim
AI for Patents: A Novel yet Effective and Efficient Framework for Patent Analysis
IEEE Access, vol. 10, pp. 59205-59218, 2022
Junyoung Son, Hyeonseok Moon, Jeongwoo Lee, Seolhwa Lee, Chanjun Park, Wonkyung Jung and Heuiseok Lim
Enhancing Korean Named Entity Recognition With Linguistic Tokenization Strategies
IEEE Access, vol. 9, pp. 151814-151823, 2021
Gyeongmin Kim[*], Junyoung Son[*], Jinsung Kim[*], Hyunhee Lee, and Heuiseok Lim (*: equal contributions)

An Analysis of Named Entity Recognition System using MLM-based Language Transfer Learning
The 33rd Annual Conference on Human & Cognitive Language Technology (HCLT 2022)
Junyoung Son, Gyeongmin Kim, Jinsung Kim, Yuna Hur, and Heuiseok Lim
Methodology of Trigger Generation optimized for Dialogue Relation Extraction task
The 33rd Annual Conference on Human & Cognitive Language Technology (HCLT 2022)
Gyeongmin Kim, Junyoung Son, Jinsung Kim, Jaechoon Jo, and Heuiseok Lim
A Study on Prompt-based Persona Dialogue Generation
The 33rd Annual Conference on Human & Cognitive Language Technology (HCLT 2022)
Yoona Jang, Kisu Yang, Hyeonseok Moon, Jaehyung Seo, Jungwoo Lim, Junyoung Son, Chanjun Park, Kinam Park, and Heuiseok Lim
Dialogue Relation Extraction using Dialogue Graph
The 33rd Annual Conference on Human & Cognitive Language Technology (HCLT 2022)
Jungwoo Lim, Junyoung Son, Jinsung Kim, Yuna Hur, Jaehyung Seo, Yoonna Jang, JeongBae Park, and Heuiseok Lim
Categorization and Analysis of Error Types in the Korean Speech Recognition System
The 33rd Annual Conference on Human & Cognitive Language Technology (HCLT 2021)
Junyoung Son, Chanjun Park, Jaehyung Seo, and Heuiseok Lim
An Effective Segmentation Scheme for Korean Sentence Classification tasks
The 33rd Annual Conference on Human & Cognitive Language Technology (HCLT 2021)
Jinsung Kim, Gyeongmin Kim, Junyoung Son, and Heuiseok Lim

A Comparative study on the Effectiveness of Segmentation Strategies for Korean Word and Sentence Classification tasks
Journal of the Korea Convergence Society
Jinsung Kim, Gyeongmin Kim, Junyoung Son, Jeongbae Park, and Heuiseok Lim