2023
International
- Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP
Hyuhng Joon Kim, Hyunsoo Cho, Sang-Woo Lee, Junyeob Kim, Choonghyun Park, Sang-goo Lee, Kang Min Yoo, Taeuk Kim
Findings of 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), 2023
- Developing an AI-based automated fashion design system: reflecting the work process of fashion designers
Woojin Choi, Seyoon Jang, Ha Youn Kim, Yuri Lee, Sang-goo Lee, Hanbit Lee, Sungchan Park
Fashion and Textiles, Volume 10, 2023
- Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning
Hyunsoo Cho, Choonghyun Park, Jun Yeob Kim, Hyuhng Joon Kim, Kang Min Yoo, Sang-goo Lee
The 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023), 2023
- CELDA: Leveraging Black-box Language Model as Enhanced Classifier without Labels
Hyunsoo Cho, Youna Kim, Sang-goo Lee
The 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023), 2023
- Prompt-Augmented Linear Probing: Scaling Beyond The Limit of Few-shot In-Context Learners
Hyunsoo Cho, Hyuhng Joon Kim, Jun Yeob Kim, Sang-Woo Lee, Sang-goo Lee, Kang Min Yoo, Taeuk Kim
Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), 2023
- Multi-Scale Contrastive Learning for Complex Scene Generation
Hanbit Lee, Youna Kim, Sang-goo Lee
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2023), 2023
2022
Domestic
- Fast Personalized PageRank Computation on Very Large Graphs
Sungchan Park, Youna Kim, Sang-goo Lee
Journal of KIISE (정보과학회논문지), Volume 49, Issue 10, pp. 859-872, 2022
- 딥러닝을 통한 하이엔드 패션 브랜드 감성 학습
Seyoon Jang, Ha Youn Kim, Yuri Lee, Jinseok Seol, Seongjae Kim, Sang-goo Lee
한국의류학회지, Volume 46, Issue 1, pp. 165-181, 2022
International
- Retrieval-Augmented Response Generation for Knowledge-Grounded Conversation in the Wild
Yeonchan Ahn, Sang-goo Lee, Junho Shim, Jaehui Park
IEEE Access, Volume 10, pp. 131374 - 131385, 2022
- Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble
Hyunsoo Cho, Choonghyun Park, Jaewook Kang, Kang Min Yoo, Taeuk Kim, Sang-goo Lee
Findings of the Association for Computational Linguistics (Findings of EMNLP 2022), 2022
- Exploiting Session Information in BERT-based Session-aware Sequential Recommendation
Jinseok Seol, Youngrok Ko, Sang-goo Lee
The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022), short paper track, 2022
- Self-Generated In-Context Learning: Leveraging Auto-regressive Language Models as a Demonstration Generator
Hyuhng Joon Kim, Hyunsoo Cho, Jun Yeob Kim, Taeuk Kim, Kang Min Yoo, Sang-goo Lee
Workshop on Large-scale Pre-trained Language Models 2022 (NAACL Workshop), 2022
- Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations
Kang Min Yoo, Jun Yeob Kim, Hyuhng Joon Kim, Hyunsoo Cho, Hwiyeol Jo, Sang-Woo Lee, Sang-goo Lee, Taeuk Kim
2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022), 2022
- Technologies for AI-Driven Fashion Social Networking Service with E-Commerce
Jinseok Seol, Seongjae Kim, Sungchan Park, Holim Lim, Hyunsoo Na, Eunyoung Park, Dohee Jung, Soyoung Park, Kangwoo Lee, Sang-goo Lee
International Semantic Intelligence Conference (ISIC), The Applications and Deployment Track, 2022