Seongyun Lee
- Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning
2025/04/24 by Minju Seo, Jinheon Baek, Seo, Minju +5 · 11 voices · 35 citations
Computer Science · Decision Sciences · Materials Science · #Code (set theory) #Code generation #Implementation #Machine Learning in Materials Science #Machine code #Program code #Scientific Computing and Data Management #Set (abstract data type) #Software Engineering Research #Source code
- Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation
2024/01/12 by Seongyun Lee, Lee, Seongyun, Seungone Kim +7 · 37 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models
2024/06/09 by Seungone Kim, Juyoung Suk, Kim, Seungone +63 · 2 voices · 35 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #cs.CL
- Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided Revision
2023/11/13 by Seongyun Lee, Lee, Seongyun, Sue Hyun Park +5 · 28 citations
Neuroscience · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hallucinations in medical conditions
- Aligning to Thousands of Preferences via System Message Generalization
2024/05/28 by Seongyun Lee, Sue Hyun Park, Lee, Seongyun +5 · 27 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimedia Communication and Technology #Semantic Web and Ontologies #Speech and dialogue systems
- Evaluating Language Models as Synthetic Data Generators
2024/12/04 by Seungone Kim, Kim, Seungone, Juyoung Suk +17 · 16 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Scaling Evaluation-time Compute with Reasoning Models as Evaluators
2025/03/25 by Seungone Kim, Kim, Seungone, Ian Wu +19 · 11 citations
Computer Science · #cs.CL
- How Does Vision-Language Adaptation Impact the Safety of Vision Language Models?
2024/10/10 by S. S. Lee, Seongyun Lee, Lee, Seongyun +12 · 1 voice · 4 citations
Psychology · #Language, Metaphor, and Cognition
- 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
2024/05/18 by Yongrae Jo, Seongyun Lee, Jo, Yongrae +7 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Efficient Long Context Language Model Retrieval with Compression
2024/12/24 by Minju Seo, Jinheon Baek, Seo, Minju +5 · 3 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- LIQUID: A Framework for List Question Answering Dataset Generation
2023/02/03 by Seongyun Lee, Hyunjae Kim, Lee, Seongyun +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling