Eunseong Choi (최은성)
M.S./Ph.D. student
Department of Artificial Intelligence
Topic: Information Retrieval, Large Language Models, Prompt Compression, Question Answering
Email: eunseong [at] g.skku.edu
Biography
I am an MS/Ph.D. integrated student at the Department of Artificial Intelligence, Sungkyunkwan University (SKKU), Korea. I received my B.S degree in department of architecture and Samsung Convergence Software Course (SCSC) as a second major, Sungkyunkwan University (SKKU), Korea.
Favorite quote
"It is never too late to be what you might have been" - George Eliot
Publications
From Reading to Compressing: Exploring the Multi-document Reader for Prompt Compression [paper] [code] [slide] [poster]
Eunseong Choi, Sunkyung Lee, Minjin Choi, June Park, Jongwuk Lee
The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP Findings)
Miami, Florida, USA, November 12-16, 2024Multi-Granularity Guided Fusion-in-Decoder [paper] [code] [poster] [slide]
Eunseong Choi, Hyeri Lee, Jongwuk Lee
2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL Findings)
Mexico City, Mexico, June 16-21, 2024Forgetting-aware Linear Bias for Attentive Knowledge Tracing [paper] [code]
Yoonjin Im*, Eunseong Choi*, Heejin Kook, Jongwuk Lee (* : equal contribution)
The 32nd ACM International Conference on Information and Knowledge Management (CIKM, short paper)
Birmingham, UK, October 21-25, 2023 (Acceptance Rate: 27.4%, 152/554)ConQueR: Contextualized Query Reduction using Search Logs [paper] [code]
Hye-young Kim*, Minjin Choi*, Sunkyung Lee, Eunseong Choi, Young-In Song, Jongwuk Lee (* : equal contribution)
The 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR, short paper)
Taipei, Taiwan, July 23-27, 2023 (Acceptance Rate: 25.12%, 154/613)SpaDE: Improving Sparse Representations using a Dual Document Encoder for First-stage Retrieval [paper] [code]
Eunseong Choi*, Sunkyung Lee*, Minjin Choi, Hyeseon Ko, Young-In Song, Jongwuk Lee (* : equal contribution)
The 31st ACM International Conference on Information and Knowledge Management (CIKM)
Atlanta, Georgia, USA, October 17-21, 2022 (Acceptance Rate: 23.3%, 274/1175)Long-tail Mixup for Extreme Multi-label Classification [paper]
Sangwoo Han, Eunseong Choi, Chan Lim, Hyunjung Shim, Jongwuk Lee
The 31st ACM International Conference on Information and Knowledge Management (CIKM, short paper)
Atlanta, Georgia, USA, October 17-21, 2022 (Acceptance Rate: 29.0%, 196/675)MelBERT: Metaphor Detection via Contextualized Late Interaction using Metaphorical Identification Theories [paper] [code] [slide] [video]
Minjin Choi, Sunkyung Lee, Eunseong Choi, Heesoo Park, Junhyuk Lee, Dongwon Lee, Jongwuk Lee
2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)
Mexico City, Mexico (Virtual Event), June 6–11, 2021 (Acceptance Rate: 26.5%, 477/1797)
지식 추적 모델의 성능 개선을 위한 양자화된 정답률 임베딩 방법 [paper]
임윤진, 문재완, 최은성, 이종욱
정보과학회논문지 (Journal of KIISE) Vol.50 No.4 [2023]: 329-336, April 2023적은 양의 병렬 말뭉치를 가진 한국어 방언 간 딥 러닝 기반 기계번역 [paper]
한상민, 최은성, 이종욱
한국정보과학회 학술발표논문집 Vol.2022 No.12 [2022]: 1619-1621, Dec 2022의사 문장 표현을 활용한 수학 문장형 문제 풀이 모델 (우수발표논문상) [paper]
김지우, 이선경, 최은성, 이종욱
한국정보과학회 학술발표논문집 Vol.2022 No.06 [2022]: 446-448, Jun 2022지식 추적 모델의 정확도 개선을 위한 양자화된 정답률 임베딩 방법 (우수논문상) [paper]
임윤진, 문재완, 최은성, 이종욱
한국정보과학회 학술발표논문집 Vol.2022 No.06 [2022]: 1172-1174, Jun 2022기계 독해 성능 개선을 위한 데이터 증강 기법 [paper]
이선경, 최은성, 정선호, 이종욱
정보과학회논문지 (Journal of KIISE) Vol.48 No.12 [2021]: 1298-1304, Nov 2021