Prompt engineering for zero‐shot and few‐shot defect detection and classification using a visual‐language pretrained model G Yong, K Jeon, D Gil, G Lee Computer‐Aided Civil and Infrastructure Engineering 38 (11), 1536-1554, 2023 | 61 | 2023 |
Named entity recognition of building construction defect information from text with linguistic noise K Jeon, G Lee, S Yang, HD Jeong Automation in construction 143, 104543, 2022 | 24 | 2022 |
Classification of images from construction sites using a deep-learning algorithm D Gil, G Lee, K Jeon ISARC. Proceedings of the International Symposium on Automation and Robotics …, 2018 | 21 | 2018 |
Automated generation of a model view definition from an information delivery manual using idmXSD and buildingSMART data dictionary S Son, G Lee, J Jung, J Kim, K Jeon Advanced Engineering Informatics 54, 101731, 2022 | 14 | 2022 |
A relational framework for smart information delivery manual (IDM) specifications K Jeon, G Lee, S Kang, H Roh, J Jung, K Lee, M Baldwin Advanced Engineering Informatics 49, 101319, 2021 | 13 | 2021 |
Classification of the requirement sentences of the US DOT standard specification using deep learning algorithms K Jeon, G Lee, HD Jeong International Conference on Computing in Civil and Building Engineering, 89-97, 2020 | 10 | 2020 |
Dynamic building defect categorization through enhanced unsupervised text classification with domain-specific corpus embedding methods K Jeon, G Lee, S Yang, Y Kim, S Suh Automation in Construction 157, 105182, 2024 | 7 | 2024 |
Information Delivery Manual (IDM) Configurator: Previous Efforts and Future Work K Jeon, G Lee 18th International Conference on Construction Applications of Virtual …, 2018 | 7 | 2018 |
Hybrid large language model approach for prompt and sensitive defect management: A comparative analysis of hybrid, non-hybrid, and GraphRAG approaches K Jeon, G Lee Advanced Engineering Informatics 64, 103076, 2025 | 1 | 2025 |
Subword Tokenization of Noisy Housing Defect Complaints for Named Entity Recognition K Jeon, G Lee ISARC. Proceedings of the International Symposium on Automation and Robotics …, 2023 | | 2023 |