Selected Publications

[2025]

• Nayoung Choi, Grace Byun, Andrew Chung, Ellie S. Paek, Shinsun Lee, Jinho D. Choi. Reference-Aligned Retrieval-Augmented Question Answering over Heterogeneous Proprietary Documents. Accepted to CIKM 2025 Applied Research Track

• Hwiyeol Jo, Taiwoo Park, Hyunwoo Lee, Nayoung Choi, Changbong Kim, Ohjoon kwon, Donghyeon Jeon, Eui Hyeon Lee, Kyoungho Shin, Lim Sun Suk, Kyungmi KIM, LEE JIHYE, Sun Kim. Taxonomy and Analysis of Sensitive User Queries in Generative AI Search System. In Findings of the Association for Computational Linguistics: NAACL 2025, pages 3514–3529, Albuquerque, New Mexico. ACL.

[2024]

• Nayoung Choi*, Youngjune Lee*, Gyu-Hwung Cho, Haeyu Jeong, Jungmin Kong, Saehun Kim, Keunchan Park, Sarah Cho, Inchang Jeong, Gyohee Nam, Sunghoon Han, Wonil Yang, Jaeho Choi. RRADistill: Distilling LLMs’ Passage Ranking Ability for Long-Tail Queries Document Re-Ranking on a Search Engine. In Proceedings of the 2024 Conference on EMNLP: Industry Track, pages 1333–1350, Miami, Florida, US. ACL.

• Ohjoon Kwon, Donghyeon Jeon, Nayoung Choi, Gyu-Hwung Cho, Changbong Kim, Hyunwoo Lee, Inho Kang, Sun Kim, Taiwoo Park. SLM as Guardian: Pioneering AI Safety with Small Language Models. In Proceedings of the 2024 Conference on EMNLP: Industry Track, pages 1333–1350, Miami, Florida, US. ACL.

[2022]

• I. Paek, N. Choi, S. Ha, Y. Kim and M. Song, “SQ2SV: Sequential Queries to Sequential Videos retrieval,” 2022 IEEE International Conference on Big Data (Big Data), Osaka, Japan, 2022, pp. 3631-3634, doi: 10.1109/BigData55660.2022.10020744.

[2021]

• Jongin Kim, Nayoung Choi, Seunghyun Lim, Jungwhan Kim, Soojin Chung, Hyunsoo Woo, Min Song, and Jinho D. Choi. 2021. Analysis of Zero-Shot Crosslingual Learning between English and Korean for Named Entity Recognition. In Proceedings of the 1st Workshop on Multilingual Representation Learning, pages 224–237, Punta Cana, Dominican Republic. ACL.

• Sooyoun Han, Sumin Seo, Minji Kang, Jongin Kim, Nayoung Choi, Min Song, and Jinho D. Choi. 2021. FantasyCoref: Coreference Resolution on Fantasy Literature Through Omniscient Writer’s Point of View. In Proceedings of the Fourth Workshop on Computational Models of Reference, Anaphora and Coreference, pages 24–35, Punta Cana, Dominican Republic. ACL.