Seungju Han

According to our database, Seungju Han authored at least 22 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Verifying the Verifiers: Unveiling Pitfalls and Potentials in Fact Verifiers.

Wooseok Seo, Seungju Han, Jaehun Jung, Benjamin Newman, Seungwon Lim, Seungbeen Lee, Ximing Lu, Ye Jin Choi, Youngjae Yu

CoRR, June, 2025

Prismatic Synthesis: Gradient-based Data Diversification Boosts Generalization in LLM Reasoning.

Jaehun Jung, Seungju Han, Ximing Lu, Skyler Hallinan, David Acuna, Shrimai Prabhumoye, Mostafa Patwary, Mohammad Shoeybi, Bryan Catanzaro, Yejin Choi

CoRR, May, 2025

DUSK: Do Not Unlearn Shared Knowledge.

Wonje Jeung, Sangyeon Yoon, Hyesoo Hong, Soeun Kim, Seungju Han, Youngjae Yu, Albert No

CoRR, May, 2025

Nemotron-CrossThink: Scaling Self-Learning beyond Math Reasoning.

Syeda Nahida Akter, Shrimai Prabhumoye, Matvei Novikov, Seungju Han, Ying Lin, Evelina Bakhturina, Eric Nyberg, Yejin Choi, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro

CoRR, April, 2025

Retro-Search: Exploring Untaken Paths for Deeper and Efficient Reasoning.

Ximing Lu, Seungju Han, David Acuna, Hyunwoo Kim, Jaehun Jung, Shrimai Prabhumoye, Niklas Muennighoff, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro, Yejin Choi

CoRR, April, 2025

Representation Bending for Large Language Model Safety.

Ashkan Yousefpour, Taeheon Kim, Ryan S. Kwon, Seungbeen Lee, Wonje Jeung, Seungju Han, Alvin Wan, Harrison Ngan, Youngjae Yu, Jonghyun Choi

CoRR, April, 2025

Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics.

Seungbeen Lee, Seungwon Lim, Seungju Han, Giyeong Oh, Hyungjoo Chae, Jiwan Chung, Minju Kim, Beong-woo Kwak, Yeonsoo Lee, Dongha Lee, Jinyoung Yeo, Youngjae Yu

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

AI as Humanity's Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web Text.

Ximing Lu, Melanie Sclar, Skyler Hallinan, Niloofar Mireshghallah, Jiacheng Liu, Seungju Han, Allyson Ettinger, Liwei Jiang, Khyathi Raghavi Chandu, Nouha Dziri, Yejin Choi

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Representation Bending for Large Language Model Safety.

Ashkan Yousefpour, Taeheon Kim, Ryan Sungmo Kwon, Seungbeen Lee, Wonje Jeung, Seungju Han, Alvin Wan, Harrison Ngan, Youngjae Yu, Jonghyun Choi

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

MAPoRL: Multi-Agent Post-Co-Training for Collaborative Large Language Models with Reinforcement Learning.

Chanwoo Park, Seungju Han, Xingzhi Guo, Asuman E. Ozdaglar, Kaiqing Zhang, Joo-Kyung Kim

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

WildTeaming at Scale: From In-the-Wild Jailbreaks to (Adversarially) Safer Language Models.

Liwei Jiang, Kavel Rao, Seungju Han, Allyson Ettinger, Faeze Brahman, Sachin Kumar, Niloofar Mireshghallah, Ximing Lu, Maarten Sap, Yejin Choi, Nouha Dziri

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

WildGuard: Open One-stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs.

Seungju Han, Kavel Rao, Allyson Ettinger, Liwei Jiang, Bill Yuchen Lin, Nathan Lambert, Yejin Choi, Nouha Dziri

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

SMILE: Multimodal Dataset for Understanding Laughter in Video with Language Models.

Lee Hyun, Kim Sung-Bin, Seungju Han, Youngjae Yu, Tae-Hyun Oh

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Selective Vision is the Challenge for Visual Reasoning: A Benchmark for Visual Argument Understanding.

Jiwan Chung, Sungjae Lee, Minseo Kim, Seungju Han, Ashkan Yousefpour, Jack Hessel, Youngjae Yu

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Champagne: Learning Real-world Conversation from Large-Scale Web Videos.

Seungju Han, Jack Hessel, Nouha Dziri, Yejin Choi, Youngjae Yu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Reading Books is Great, But Not if You Are Driving! Visually Grounded Reasoning about Defeasible Commonsense Norms.

Seungju Han, Junhyeok Kim, Jack Hessel, Liwei Jiang, Jiwan Chung, Yejin Son, Yejin Choi, Youngjae Yu

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a Few Utterances.

Seungju Han, Beomsu Kim, Jin Yong Yoo, Seokjun Seo, Sangbum Kim, Enkhbayar Erdenee, Buru Chang

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Measuring and Improving Semantic Diversity of Dialogue Generation.

Seungju Han, Beomsu Kim, Buru Chang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Understanding and Improving the Exemplar-based Generation for Open-domain Conversation.

Seungju Han, Beomsu Kim, Seokjun Seo, Enkhbayar Erdenee, Buru Chang

Proceedings of the 4th Workshop on NLP for Conversational AI, 2022

2021

Distilling the Knowledge of Large-scale Generative Models into Retrieval Models for Efficient Open-domain Conversation.

Beomsu Kim, Seokjun Seo, Seungju Han, Enkhbayar Erdenee, Buru Chang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Disentangling Label Distribution for Long-Tailed Visual Recognition.

Youngkyu Hong, Seungju Han, Kwanghee Choi, Seokjun Seo, Beomsu Kim, Buru Chang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Attentron: Few-Shot Text-to-Speech Utilizing Attention-Based Variable-Length Embedding.

Seungwoo Choi, Seungju Han, Dongyoung Kim, Sungjoo Ha

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020