Seongyun Lee

23 papers A* 3Journal 14Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Lost in the Noise: How Reasoning Models Fail with Contextual Distractors.
CoRR
Seongyun Lee, Yongrae Jo, Minju Seo, Moontae Lee, Minjoon Seo
2025 — conf
Efficient Long Context Language Model Retrieval with Compression.
ACL (1)
Minju Seo, Jinheon Baek, Seongyun Lee, Sung Ju Hwang
2025 — conf
Evaluating Language Models as Synthetic Data Generators.
ACL (1)
Seungone Kim, Juyoung Suk, Xiang Yue, Vijay Viswanathan, Seongyun Lee, Yizhong Wang, Kiril Gashteovski, Carolin Lawrence, Sean Welleck, Graham Neubig
2025 A* conf
How Does Vision-Language Adaptation Impact the Safety of Vision Language Models?
ICLR
Seongyun Lee, Geewook Kim, Jiyeon Kim, Hyunji Lee, Hoyeon Chang, Sue Hyun Park, Minjoon Seo
2025 J jnl
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning.
CoRR
Minju Seo, Jinheon Baek, Seongyun Lee, Sung Ju Hwang
2025 J jnl
Scaling Evaluation-time Compute with Reasoning Models as Process Evaluators.
CoRR
Seungone Kim, Ian Wu, Jinu Lee, Xiang Yue, Seongyun Lee, Mingyeong Moon, Kiril Gashteovski, Carolin Lawrence, Julia Hockenmaier, Graham Neubig, Sean Welleck
2025 — conf
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models.
NAACL (Long Papers)
Seungone Kim, Juyoung Suk, Ji Yong Cho, Shayne Longpre, Chaeeun Kim, Dongkeun Yoon, Guijin Son, Yejin Choi, Sheikh Shafayat, Jinheon Baek, Sue Hyun Park, Hyeonbin Hwang, Jinkyung Jo, Hyowon Cho, Haebin Shin, Seongyun Lee, Hanseok Oh, Noah Lee, Namgyu Ho, Se June Joo, Miyoung Ko, Yoonjoo Lee, Hyungjoo Chae, Jamin Shin, Joel Jang, Seonghyeon Ye, Bill Yuchen Lin, Sean Welleck, Graham Neubig, Moontae Lee, Kyungjae Lee, Minjoon Seo
2025 J jnl
The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think.
CoRR
Seongyun Lee, Seungone Kim, Minju Seo, Yongrae Jo, Dongyoung Go, Hyeonbin Hwang, Jinho Park, Xiang Yue, Sean Welleck, Graham Neubig, Moontae Lee, Minjoon Seo
2024 A* conf
Aligning to Thousands of Preferences via System Message Generalization.
NeurIPS
Seongyun Lee, Sue Hyun Park, Seungone Kim, Minjoon Seo
2024 J jnl
Aligning to Thousands of Preferences via System Message Generalization.
CoRR
Seongyun Lee, Sue Hyun Park, Seungone Kim, Minjoon Seo
2024 J jnl
Efficient Long Context Language Model Retrieval with Compression.
CoRR
Minju Seo, Jinheon Baek, Seongyun Lee, Sung Ju Hwang
2024 J jnl
Evaluating Language Models as Synthetic Data Generators.
CoRR
Seungone Kim, Juyoung Suk, Xiang Yue, Vijay Viswanathan, Seongyun Lee, Yizhong Wang, Kiril Gashteovski, Carolin Lawrence, Sean Welleck, Graham Neubig
2024 J jnl
How Does Vision-Language Adaptation Impact the Safety of Vision Language Models?
CoRR
Seongyun Lee, Geewook Kim, Jiyeon Kim, Hyunji Lee, Hoyeon Chang, Sue Hyun Park, Minjoon Seo
2024 — conf
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.
ClinicalNLP@NAACL
Yongrae Jo, Seongyun Lee, Minju Seo, Sung Ju Hwang, Moontae Lee
2024 J jnl
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.
CoRR
Yongrae Jo, Seongyun Lee, Minju Seo, Sung Ju Hwang, Moontae Lee
2024 — conf
Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation.
ACL (Findings)
Seongyun Lee, Seungone Kim, Sue Hyun Park, Geewook Kim, Minjoon Seo
2024 J jnl
Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation.
CoRR
Seongyun Lee, Seungone Kim, Sue Hyun Park, Geewook Kim, Minjoon Seo
2024 J jnl
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models.
CoRR
Seungone Kim, Juyoung Suk, Ji Yong Cho, Shayne Longpre, Chaeeun Kim, Dongkeun Yoon, Guijin Son, Yejin Choi, Sheikh Shafayat, Jinheon Baek, Sue Hyun Park, Hyeonbin Hwang, Jinkyung Jo, Hyowon Cho, Haebin Shin, Seongyun Lee, Hanseok Oh, Noah Lee, Namgyu Ho, Se June Joo, Miyoung Ko, Yoonjoo Lee, Hyungjoo Chae, Jamin Shin, Joel Jang, Seonghyeon Ye, Bill Yuchen Lin, Sean Welleck, Graham Neubig, Moontae Lee, Kyungjae Lee, Minjoon Seo
2024 — conf
Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided Revision.
NAACL-HLT
Seongyun Lee, Sue Hyun Park, Yongrae Jo, Minjoon Seo
2023 A* conf
LIQUID: A Framework for List Question Answering Dataset Generation.
AAAI
Seongyun Lee, Hyunjae Kim, Jaewoo Kang
2023 J jnl
LIQUID: A Framework for List Question Answering Dataset Generation.
CoRR
Seongyun Lee, Hyunjae Kim, Jaewoo Kang
2023 J jnl
Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided Revision.
CoRR
Seongyun Lee, Sue Hyun Park, Yongrae Jo, Minjoon Seo
2023 J jnl
Zero-Shot Dense Video Captioning by Jointly Optimizing Text and Moment.
CoRR
Yongrae Jo, Seongyun Lee, Aiden SJ Lee, Hyunji Lee, Hanseok Oh, Minjoon Seo