Seungju Han

41 papers A* 7A 1Journal 24Unranked 9
YearRankTypeTitle / Venue / Authors
2026 — conf
Nemotron-CrossThink: Scaling Self-Learning beyond Math Reasoning.
EACL (Volume 1: Long Papers)
Syeda Nahida Akter, Shrimai Prabhumoye, Matvei Novikov, Seungju Han, Ying Lin, Evelina Bakhturina, Eric Nyberg, Yejin Choi, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro
2026 J jnl
Synthetic Mixed Training: Scaling Parametric Knowledge Acquisition Beyond RAG.
CoRR
Seungju Han, Konwoo Kim, Chanwoo Park, Benjamin Newman, Suhas Kotha, Jaehun Jung, James Zou, Yejin Choi
2026 J jnl
iGRPO: Self-Feedback-Driven LLM Reasoning.
CoRR
Ali Hatamizadeh, Shrimai Prabhumoye, Igor Gitman, Ximing Lu, Seungju Han, Wei Ping, Yejin Choi, Jan Kautz
2025 A* conf
AI as Humanity's Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web Text.
ICLR
Ximing Lu, Melanie Sclar, Skyler Hallinan, Niloofar Mireshghallah, Jiacheng Liu, Seungju Han, Allyson Ettinger, Liwei Jiang, Khyathi Raghavi Chandu, Nouha Dziri, Yejin Choi
2025 J jnl
DUSK: Do Not Unlearn Shared Knowledge.
CoRR
Wonje Jeung, Sangyeon Yoon, Hyesoo Hong, Soeun Kim, Seungju Han, Youngjae Yu, Albert No
2025 — conf
Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics.
NAACL (Findings)
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
2025 J jnl
In-the-Flow Agentic System Optimization for Effective Planning and Tool Use.
CoRR
Zhuofeng Li, Haoxiang Zhang, Seungju Han, Sheng Liu, Jianwen Xie, Yu Zhang, Yejin Choi, James Zou, Pan Lu
2025 — conf
MAPoRL: Multi-Agent Post-Co-Training for Collaborative Large Language Models with Reinforcement Learning.
ACL (1)
Chanwoo Park, Seungju Han, Xingzhi Guo, Asuman E. Ozdaglar, Kaiqing Zhang, Joo-Kyung Kim
2025 J jnl
MAPoRL: Multi-Agent Post-Co-Training for Collaborative Large Language Models with Reinforcement Learning.
CoRR
Chanwoo Park, Seungju Han, Xingzhi Guo, Asuman E. Ozdaglar, Kaiqing Zhang, Joo-Kyung Kim
2025 J jnl
Nemotron-CrossThink: Scaling Self-Learning beyond Math Reasoning.
CoRR
Syeda Nahida Akter, Shrimai Prabhumoye, Matvei Novikov, Seungju Han, Ying Lin, Evelina Bakhturina, Eric Nyberg, Yejin Choi, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro
2025 J jnl
Prismatic Synthesis: Gradient-based Data Diversification Boosts Generalization in LLM Reasoning.
CoRR
Jaehun Jung, Seungju Han, Ximing Lu, Skyler Hallinan, David Acuna, Shrimai Prabhumoye, Mostafa Patwary, Mohammad Shoeybi, Bryan Catanzaro, Yejin Choi
2025 — conf
Representation Bending for Large Language Model Safety.
ACL (1)
Ashkan Yousefpour, Taeheon Kim, Ryan Sungmo Kwon, Seungbeen Lee, Wonje Jeung, Seungju Han, Alvin Wan, Harrison Ngan, Youngjae Yu, Jonghyun Choi
2025 J jnl
Representation Bending for Large Language Model Safety.
CoRR
Ashkan Yousefpour, Taeheon Kim, Ryan S. Kwon, Seungbeen Lee, Wonje Jeung, Seungju Han, Alvin Wan, Harrison Ngan, Youngjae Yu, Jonghyun Choi
2025 J jnl
Retro-Search: Exploring Untaken Paths for Deeper and Efficient Reasoning.
CoRR
Ximing Lu, Seungju Han, David Acuna, Hyunwoo Kim, Jaehun Jung, Shrimai Prabhumoye, Niklas Muennighoff, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro, Yejin Choi
2025 J jnl
Verifying the Verifiers: Unveiling Pitfalls and Potentials in Fact Verifiers.
CoRR
Wooseok Seo, Seungju Han, Jaehun Jung, Benjamin Newman, Seungwon Lim, Seungbeen Lee, Ximing Lu, Ye Jin Choi, Youngjae Yu
2024 J jnl
AI as Humanity's Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web Text.
CoRR
Ximing Lu, Melanie Sclar, Skyler Hallinan, Niloofar Mireshghallah, Jiacheng Liu, Seungju Han, Allyson Ettinger, Liwei Jiang, Khyathi Raghavi Chandu, Nouha Dziri, Yejin Choi
2024 J jnl
Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics.
CoRR
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
2024 — conf
SMILE: Multimodal Dataset for Understanding Laughter in Video with Language Models.
NAACL-HLT (Findings)
Lee Hyun, Sung-Bin Kim, Seungju Han, Youngjae Yu, Tae-Hyun Oh
2024 A* conf
Selective Vision is the Challenge for Visual Reasoning: A Benchmark for Visual Argument Understanding.
EMNLP
Jiwan Chung, Sungjae Lee, Minseo Kim, Seungju Han, Ashkan Yousefpour, Jack Hessel, Youngjae Yu
2024 J jnl
Selective Vision is the Challenge for Visual Reasoning: A Benchmark for Visual Argument Understanding.
CoRR
Jiwan Chung, Sungjae Lee, Minseo Kim, Seungju Han, Ashkan Yousefpour, Jack Hessel, Youngjae Yu
2024 J jnl
WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs.
CoRR
Seungju Han, Kavel Rao, Allyson Ettinger, Liwei Jiang, Bill Yuchen Lin, Nathan Lambert, Yejin Choi, Nouha Dziri
2024 A* conf
WildGuard: Open One-stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs.
NeurIPS
Seungju Han, Kavel Rao, Allyson Ettinger, Liwei Jiang, Bill Yuchen Lin, Nathan Lambert, Yejin Choi, Nouha Dziri
2024 A* conf
WildTeaming at Scale: From In-the-Wild Jailbreaks to (Adversarially) Safer Language Models.
NeurIPS
Liwei Jiang, Kavel Rao, Seungju Han, Allyson Ettinger, Faeze Brahman, Sachin Kumar, Niloofar Mireshghallah, Ximing Lu, Maarten Sap, Yejin Choi, Nouha Dziri
2024 J jnl
WildTeaming at Scale: From In-the-Wild Jailbreaks to (Adversarially) Safer Language Models.
CoRR
Liwei Jiang, Kavel Rao, Seungju Han, Allyson Ettinger, Faeze Brahman, Sachin Kumar, Niloofar Mireshghallah, Ximing Lu, Maarten Sap, Yejin Choi, Nouha Dziri
2023 J jnl
CHAMPAGNE: Learning Real-world Conversation from Large-Scale Web Videos.
CoRR
Seungju Han, Jack Hessel, Nouha Dziri, Yejin Choi, Youngjae Yu
2023 A* conf
Champagne: Learning Real-world Conversation from Large-Scale Web Videos.
ICCV
Seungju Han, Jack Hessel, Nouha Dziri, Yejin Choi, Youngjae Yu
2023 A* conf
Reading Books is Great, But Not if You Are Driving! Visually Grounded Reasoning about Defeasible Commonsense Norms.
EMNLP
Seungju Han, Junhyeok Kim, Jack Hessel, Liwei Jiang, Jiwan Chung, Yejin Son, Yejin Choi, Youngjae Yu
2023 J jnl
Reading Books is Great, But Not if You Are Driving! Visually Grounded Reasoning about Defeasible Commonsense Norms.
CoRR
Seungju Han, Junhyeok Kim, Jack Hessel, Liwei Jiang, Jiwan Chung, Yejin Son, Yejin Choi, Youngjae Yu
2023 J jnl
SMILE: Multimodal Dataset for Understanding Laughter in Video with Language Models.
CoRR
Lee Hyun, Sung-Bin Kim, Seungju Han, Youngjae Yu, Tae-Hyun Oh
2022 — conf
Measuring and Improving Semantic Diversity of Dialogue Generation.
EMNLP (Findings)
Seungju Han, Beomsu Kim, Buru Chang
2022 J jnl
Measuring and Improving Semantic Diversity of Dialogue Generation.
CoRR
Seungju Han, Beomsu Kim, Buru Chang
2022 — conf
Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a Few Utterances.
NAACL-HLT
Seungju Han, Beomsu Kim, Jin Yong Yoo, Seokjun Seo, Sangbum Kim, Enkhbayar Erdenee, Buru Chang
2022 J jnl
Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a Few Utterances.
CoRR
Seungju Han, Beomsu Kim, Jin Yong Yoo, Seokjun Seo, Sangbum Kim, Enkhbayar Erdenee, Buru Chang
2022 — conf
Understanding and Improving the Exemplar-based Generation for Open-domain Conversation.
ConvAI@ACL
Seungju Han, Beomsu Kim, Seokjun Seo, Enkhbayar Erdenee, Buru Chang
2021 A* conf
Disentangling Label Distribution for Long-Tailed Visual Recognition.
CVPR
Youngkyu Hong, Seungju Han, Kwanghee Choi, Seokjun Seo, Beomsu Kim, Buru Chang
2021 — conf
Distilling the Knowledge of Large-scale Generative Models into Retrieval Models for Efficient Open-domain Conversation.
EMNLP (Findings)
Beomsu Kim, Seokjun Seo, Seungju Han, Enkhbayar Erdenee, Buru Chang
2021 J jnl
Distilling the Knowledge of Large-scale Generative Models into Retrieval Models for Efficient Open-domain Conversation.
CoRR
Beomsu Kim, Seokjun Seo, Seungju Han, Enkhbayar Erdenee, Buru Chang
2021 J jnl
Understanding and Improving the Exemplar-based Generation for Open-domain Conversation.
CoRR
Seungju Han, Beomsu Kim, Seokjun Seo, Enkhbayar Erdenee, Buru Chang
2020 A conf
Attentron: Few-Shot Text-to-Speech Utilizing Attention-Based Variable-Length Embedding.
INTERSPEECH
Seungwoo Choi, Seungju Han, Dongyoung Kim, Sungjoo Ha
2020 J jnl
Attentron: Few-Shot Text-to-Speech Utilizing Attention-Based Variable-Length Embedding.
CoRR
Seungwoo Choi, Seungju Han, Dongyoung Kim, Sungjoo Ha
2020 J jnl
Disentangling Label Distribution for Long-tailed Visual Recognition.
CoRR
Youngkyu Hong, Seungju Han, Kwanghee Choi, Seokjun Seo, Beomsu Kim, Buru Chang