| 2025 | ICLR | Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition. | Jiyeon Kim, Hyunji Lee, Hyowon Cho, Joel Jang, Hyeonbin Hwang, Seungpil Won, Youbin Ahn, Dohaeng Lee, Minjoon Seo |
| 2024 | SIGdial | Exploring the Use of Natural Language Descriptions of Intents for Large Language Models in Zero-shot Intent Classification. | Taesuk Hong, Youbin Ahn, Dongkyu Lee, Joongbo Shin, Seungpil Won, Janghoon Han, Stanley Jungkyu Choi, Jungyun Seo |
| 2023 | EACL | Persona Expansion with Commonsense Knowledge for Diverse and Consistent Response Generation. | Donghyun Kim, Youbin Ahn, Wongyu Kim, Chanhee Lee, Kyungchan Lee, Kyong-Ho Lee, Jeonguk Kim, Donghoon Shin, Yeonsoo Lee |
| 2023 | EACL | Concept-based Persona Expansion for Improving Diversity of Persona-Grounded Dialogue. | Donghyun Kim, Youbin Ahn, Chanhee Lee, Wongyu Kim, Kyong-Ho Lee, Donghoon Shin, Yeonsoo Lee |
| 2023 | EACL | CLICK: Contrastive Learning for Injecting Contextual Knowledge to Conversational Recommender System. | Hyeongjun Yang, Heesoo Won, Youbin Ahn, Kyong-Ho Lee |
| 2022 | AAAI | Active Learning on Pre-trained Language Model with Task-Independent Triplet Loss. | Seungmin Seo, Donghyun Kim, Youbin Ahn, Kyong-Ho Lee |
| 2022 | NAACL | Emp-RFT: Empathetic Response Generation via Recognizing Feature Transitions between Utterances. | Wongyu Kim, Youbin Ahn, Donghyun Kim, Kyong-Ho Lee |