Seongyun Lee

According to our database, Seongyun Lee authored at least 13 papers between 2023 and 2025.

Collaborative distances:

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

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, Xiang Yue, Sean Welleck, Graham Neubig, Moontae Lee, Minjoon Seo

CoRR, May, 2025

Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning.

Minju Seo, Jinheon Baek, Seongyun Lee, Sung Ju Hwang

CoRR, April, 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, March, 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, 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

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Efficient Long Context Language Model Retrieval with Compression.

Minju Seo, Jinheon Baek, Seongyun Lee, Sung Ju Hwang

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

Evaluating Language Models as Synthetic Data Generators.

Seungone Kim, Juyoung Suk, Xiang Yue, Vijay Viswanathan, Seongyun Lee, Yizhong Wang, Kiril Gashteovski, Carolin Lawrence, Sean Welleck, Graham Neubig

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

2024

Aligning to Thousands of Preferences via System Message Generalization.

Seongyun Lee, Sue Hyun Park, Seungone Kim, Minjoon Seo

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

Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided Revision.

Seongyun Lee, Sue Hyun Park, Yongrae Jo, Minjoon Seo

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation.

Seongyun Lee, Seungone Kim, Sue Hyun Park, Geewook Kim, Minjoon Seo

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

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

Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

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

LIQUID: A Framework for List Question Answering Dataset Generation.

Seongyun Lee, Hyunjae Kim, Jaewoo Kang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023