Jia‐Rui Lin

SODA: A large-scale open site object detection dataset for deep learning in construction

Rui Duan, Hui Deng, Mao Tian et al. · Automation in Construction · 2022 · 170 citations

Convolutional Neural Network, Image Analysis, Machine Learning +10

A Natural‐Language‐Based Approach to Intelligent Data Retrieval and Representation for Cloud BIM

Jia‐Rui Lin, Zhen Hu, Jianping Zhang et al. · Computer-Aided Civil and Infrastructure Engineering · 2015 · 166 citations · Full text

A hybrid data mining approach on BIM-based building operation and maintenance

Peng Yang, Jia‐Rui Lin, Jianping Zhang et al. · Building and Environment · 2017 · 118 citations

Built Environment, Building Performance, Building Information Modeling +9

Pretrained domain-specific language model for natural language processing tasks in the AEC domain

Zhe Zheng, Xinzheng Lu, Keyin Chen et al. · Computers in Industry · 2022 · 96 citations

Natural Language Processing, Aec Domain, Llm Fine-tuning +10

Integrating NLP and context-free grammar for complex rule interpretation towards automated compliance checking

Yucheng Zhou, Zhe Zheng, Jia‐Rui Lin et al. · Computers in Industry · 2022 · 90 citations

Compliance Checking, Compliance Management, Syntax +15