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Transformer-based framework for mapping client requirements to BIM

delete2025-10-13
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OA
AI
S
Syed Haseeb Shah
S
Saddiq Ur Rehman
I
Inhan Kim
K
Kyung-Eun Hwang *
DOI:10.1016/j.autcon.2025.106601delete
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Abstract

Abstract

En 中文
• Introduces a fully automated NLP-to-BIM pipeline for early-stage design automation. • Applies fine-tuned BERT to map building requirements to typologies. • Integrates fine-tuned BERT into BIM workflow to enable AI-assisted model retrieval. • Supports design automation through scalable and language-agnostic model mapping. • Automates interpretation of client requirements in digital design workflows.
Keywords:
BIM
BERT
NLP
Recommendation
Office
Architecture
Design
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Journal

Automation in Construction cover
Automation in Construction
IF:
11.5
Papers:
6.2K
Citations:
4.2W

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