LIQUID: A Framework for List Question Answering Dataset Generation. - Seongyun Lee; Hyunjae Kim; Jaewoo Kang (AAAI, 2023)

Zero-Shot Dense Video Captioning by Jointly Optimizing Text and Moment. - Yongrae Jo; Seongyun Lee; Aiden SJ Lee; Hyunji Lee; Hanseok Oh; Minjoon Seo (CoRR, 2023)

LG AI Research & KAIST at EHRSQL 2024: Self-Training Large Language Models with Pseudo-Labeled Unanswerable Questions for a Reliable Text-to-SQL System on EHRs. - Yongrae Jo; Seongyun Lee; Minju Seo; Sung Ju Hwang; Moontae Lee (ClinicalNLP@NAACL, 2024)

Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation. - Seongyun Lee; Seungone Kim; Sue Hyun Park; Geewook Kim; Minjoon Seo (ACL (Findings), 2024)

Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided Revision. - Seongyun Lee; Sue Hyun Park; Yongrae Jo; Minjoon Seo (NAACL-HLT, 2024)

Aligning to Thousands of Preferences via System Message Generalization. - Seongyun Lee; Sue Hyun Park; Seungone Kim; Minjoon Seo (NeurIPS, 2024)

Evaluating Language Models as Synthetic Data Generators. - Seungone Kim; Juyoung Suk; Xiang Yue; Vijay Viswanathan 002; Seongyun Lee; Yizhong Wang; Kiril Gashteovski; Carolin Lawrence; Sean Welleck; Graham Neubig (ACL (1), 2025)

Efficient Long Context Language Model Retrieval with Compression. - Minju Seo; Jinheon Baek; Seongyun Lee; Sung Ju Hwang (ACL (1), 2025)

How Does Vision-Language Adaptation Impact the Safety of Vision Language Models? - Seongyun Lee; Geewook Kim; Jiyeon Kim; Hyunji Lee; Hoyeon Chang; Sue Hyun Park; Minjoon Seo (ICLR, 2025)

The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models. - Seungone Kim; Juyoung Suk; Ji Yong Cho; Shayne Longpre; Chaeeun Kim; Dongkeun Yoon; Guijin Son; Yejin Choi 001; Sheikh Shafayat; Jinheon Baek; Sue Hyun Park; Hyeonbin Hwang; et al. (NAACL (Long Papers), 2025)

Scaling Evaluation-time Compute with Reasoning Models as Process Evaluators. - Seungone Kim; Ian Wu; Jinu Lee; Xiang Yue; Seongyun Lee; Mingyeong Moon; Kiril Gashteovski; Carolin Lawrence; Julia Hockenmaier; Graham Neubig; Sean Welleck (CoRR, 2025)

Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning. - Minju Seo; Jinheon Baek; Seongyun Lee; Sung Ju Hwang (CoRR, 2025)

The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think. - Seongyun Lee; Seungone Kim; Minju Seo; Yongrae Jo; Dongyoung Go; Hyeonbin Hwang; Jinho Park 005; Xiang Yue; Sean Welleck; Graham Neubig; Moontae Lee; Minjoon Seo (CoRR, 2025)