GMAC: A Distributional Perspective on Actor-Critic Framework. - Daniel Wontae Nam; Younghoon Kim; Chan Y. Park (ICML, 2021)

Interactive Grounded Language Understanding in a Collaborative Environment: Retrospective on Iglu 2022 Competition. - Julia Kiseleva; Alexey Skrynnik; Artem Zholus; Shrestha Mohanty; Negar Arabzadeh; Marc-Alexandre Côté; Mohammad Aliannejadi; Milagro Teruel; Ziming Li 001; Mikhail Burtsev 001; Maartje ter Hoeve; Zoya Volovikova; et al. (NeurIPS (Competition and Demos), 2021)

LECO: Learnable Episodic Count for Task-Specific Intrinsic Reward. - DaeJin Jo; Sungwoong Kim; Daniel Wontae Nam; Taehwan Kwon; Seungeun Rho; Jongmin Kim 006; Donghoon Lee (NeurIPS, 2022)

Efficient Latent Variable Modeling for Knowledge-Grounded Dialogue Generation. - Gunsoo Han; Daejin Jo; Daniel Wontae Nam; Eunseop Yoon; Taehwan Kwon; Seungeun Rho; Kyoung-Woon On; Chang Dong Yoo; Sungwoong Kim (EMNLP (Findings), 2023)

Effortless Integration of Memory Management into Open-Domain Conversation Systems. - Eunbi Choi; Kyoung-Woon On; Gunsoo Han; Sungwoong Kim; Daniel Wontae Nam; Daejin Jo; Seungeun Rho; Taehwan Kwon; Minjoon Seo (CoRR, 2023)

Hexa: Self-Improving for Knowledge-Grounded Dialogue System. - Daejin Jo; Daniel Wontae Nam; Gunsoo Han; Kyoung-Woon On; Taehwan Kwon; Seungeun Rho; Sungwoong Kim (CoRR, 2023)

TLCR: Token-Level Continuous Reward for Fine-grained Reinforcement Learning from Human Feedback. - Eunseop Yoon; Hee Suk Yoon; SooHwan Eom; Gunsoo Han; Daniel Wontae Nam; Daejin Jo; Kyoung-Woon On; Mark Hasegawa-Johnson; Sungwoong Kim; Chang Dong Yoo (ACL (Findings), 2024)

Binary Classifier Optimization for Large Language Model Alignment. - Seungjae Jung; Gunsoo Han; Daniel Wontae Nam; Kyoung-Woon On (ACL (1), 2025)

Kanana: Compute-efficient Bilingual Language Models. - Yunju Bak; Hojin Lee; Minho Ryu; Jiyeon Ham; Seungjae Jung; Daniel Wontae Nam; Taegyeong Eo; Donghun Lee; Doohae Jung; Boseop Kim; Nayeon Kim; Jaesun Park; et al. (CoRR, 2025)