Eunseong Choi (최은성)

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] [poster] [slide]
  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, 2024

• Multi-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, 2024

• Forgetting-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 2023

• 적은 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 2022

• 의사 문장 표현을 활용한 수학 문장형 문제 풀이 모델 (우수발표논문상) [paper]
  김지우, 이선경, 최은성, 이종욱
  한국정보과학회 학술발표논문집 Vol.2022 No.06 [2022]: 446-448, Jun 2022

• 지식 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 2022

• 기계 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

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