About Me
I’m interested in Natural Language Processing, especially in Information Extraction, Information Retrieval, and Dialogue System.
Currently, I am a graduate student and advised by Prof. Heuiseok Lim in the NLP & AI Lab.
Contact: jin62304@korea.ac.kr
News
- 10/2023 “KEBAP: Korean Error Explainable Benchmark Dataset for ASR and Post-processing” has been accepted to EMNLP 2023.
- 10/2023 “Explore the Way: Exploring Reasoning Path by Bridging Entities for Effective Cross-Document Relation Extraction” has been accepted to the Findings of EMNLP 2023.
- 10/2023 “Beyond Candidates : Adaptive Dialogue Agent Utilizing Persona and Knowledge” has been accepted to the Findings of EMNLP 2023.
Research Interest
- Information Extraction
- Information Retrieval
- Dialogue System
- Natural Language Processing
- Deep Learning
Education
- Korea University (2021/03 ~ )
- M.S & Ph.D in Computer Science & Engineering
- Korea University (2013/03 ~ 2019/02)
- B.S in Spanish Language & Literature
- Double Major in Language, Brain & Computer
Publications
International Conference
- KEBAP: Korean Error Explainable Benchmark Dataset for ASR and Post-processing
The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023 Main)
Seonmin Koo, Chanjun Park, Jinsung Kim, Jaehyung Seo, Sugyeong Eo, Hyeonseok Moon, and Heuiseok Lim - Explore the Way: Exploring Reasoning Path by Bridging Entities for Effective Cross-Document Relation Extraction
The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023 Findings)
Junyoung Son[*], Jinsung Kim[*], Jungwoo Lim[*], Yoonna Jang[*], and Heuiseok Lim (*: equal contributions) - Beyond Candidates : Adaptive Dialogue Agent Utilizing Persona and Knowledge
The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023 Findings)
Jungwoo Lim[*], Myunghoon Kang[*], Jinsung Kim[*], Jeongwook Kim[*], Yuna Hur, and Heuiseok Lim (*: equal contributions) - An Empirical Study on the Length Granularity in Long-Form Question Answering
The 18th Asia Pacific International Conference on Information Science and Technology (APIC-IST 2023)
Hyeonseok Moon[*], Jinsung Kim[*], Kinam Park, Jeongbae Park, and Heuiseok Lim (*: equal contributions) - Towards Diverse and Effective Question-Answer Pair Generation from Children Storybooks
The 61th Annual Meeting of the Association for Computational Linguistics (ACL 2023 Findings)
Sugyeong Eo[*], Hyeonseok Moon[*], Jinsung Kim[*], Yuna Hur, Jeongwook Kim, and Heuiseok Lim (*: equal contributions) - You Truly Understand What I Need: Intellectual and Friendly Dialogue Agents grounding
Knowledge and Persona
The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022 Findings)
Jungwoo Lim, Myunghoon Kang[*], Yuna Hur[*], Seungwon Jung[*], Jinsung Kim[*], Yoona Jang, Dongyub Lee, Hyesung Ji, Donghoon Shin, Seungryong Kim, and Heuiseok Lim (*: equal contributions) - 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[*], and Heuiseok Lim (*: equal contributions) - KoCHET: a Korean Cultural Heritage corpus for Entity-related Tasks
The 29th International Conference on Computational Linguistics (COLING 2022)
Gyeongmin Kim[*], Jinsung Kim[*], Junyoung Son[*], and Heuiseok Lim (*: equal contributions)
International Journal
- Prompt Language Learner with Trigger Generation for Dialogue Relation Extraction
Applied Sciences, 13(22), 12414, 2023
Jinsung Kim[*], Gyeongmin Kim[*], Junyoung Son[*], and Heuiseok Lim (*: equal contributions) - A Multi-Faceted Exploration Incorporating Question Difficulty in Knowledge Tracing for English Proficiency Assessment
Electronics, 12(19), 4171, 2023
Jinsung Kim[*], Seonmin Koo[*], and Heuiseok Lim (*: equal contributions) - 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)
Domestic Conference
- A Comparative Study on Korean Zero-shot Relation Extraction using a Large Language Model (거대 언어 모델을 활용한 한국어 제로샷 관계 추출 비교 연구)
The 35th Annual Conference on Human & Cognitive Language Technology (HCLT 2023, 한글 및 한국어정보처리 학술대회)
Jinsung Kim, Gyeongmin Kim, Kinam Park, and Heuiseok Lim - Cross-document Relation Extraction using Bridging Context Identification (중간 문맥 식별 및 검색을 활용한 문서간 관계 추출)
The 35th Annual Conference on Human & Cognitive Language Technology (HCLT 2023, 한글 및 한국어정보처리 학술대회)
Junyoung Son, Jinsung Kim, Jungwoo Lim, Yoonna Jang, Aram So, and Heuiseok Lim - Domain-specific Korean Relation Extraction system using Prompt with Meta-Information (메타 정보를 활용한 프롬프트 기반 도메인 특화 한국어 관계 추출)
The 34th Annual Conference on Human & Cognitive Language Technology (HCLT 2022, 한글 및 한국어정보처리 학술대회)
Jinsung Kim, Gyeongmin Kim, Junyoung Son, Aram So, and Heuiseok Lim - Methodology of Trigger Generation optimized for Dialogue Relation Extraction task (대화형 관계 추출 태스크에 최적화된 트리거 생성 방법론
)
The 34th Annual Conference on Human & Cognitive Language Technology (HCLT 2022, 한글 및 한국어정보처리 학술대회)
Gyeongmin Kim, Junyoung Son, Jinsung Kim, Jaechoon Jo, and Heuiseok Lim - An Analysis of Named Entity Recognition System using MLM-based Language Transfer Learning (MLM 기반 언어 간 전이학습을 이용한 개체명 인식 방법론 분석)
The 34th Annual Conference on Human & Cognitive Language Technology (HCLT 2022, 한글 및 한국어정보처리 학술대회)
Junyoung Son, Gyeongmin Kim, Jinsung Kim, Yuna Hur, and Heuiseok Lim - Dialogue Relation Extraction using Dialogue Graph (상호참조 정보와 대화 그래프를 활용한 대화 관계추출 모델
)
The 34th Annual Conference on Human & Cognitive Language Technology (HCLT 2022, 한글 및 한국어정보처리 학술대회)
Jungwoo Lim, Junyoung Son, Jinsung Kim, Yuna Hur, Jaehyung Seo, Yoonna Jang, Jeongbae Park, and Heuiseok Lim - An Effective Segmentation Scheme for Korean Sentence Classification tasks (한국어 문장 분류 태스크에서의 효과적 분절 전략
)
The 33rd Annual Conference on Human & Cognitive Language Technology (HCLT 2021, 한글 및 한국어정보처리 학술대회)
Jinsung Kim, Gyeongmin Kim, Junyoung Son, and Heuiseok Lim
Domestic Journal
- A Comparative study on the Effectiveness of Segmentation Strategies for Korean Word and Sentence Classification tasks (한국어 단어 및 문장 분류 태스크를 위한 분절 전략의 효과성 연구)
Journal of the Korea Convergence Society (한국융합학회), Volume 12 Issue 12, Pages.39-47, 2021
Jinsung Kim, Gyeongmin Kim, Junyoung Son, Jeongbae Park, and Heuiseok Lim