Paper ID: 1022 - ISARC 2026 by Wang, Shuyi

Title: Domain-specific Large Language Model Pretraining for Construction Specification Review Authors: Shuyi Wang, Jinwoo Kim Abstract: With advancements in large language models (LLMs), there has been growing attention to automatic construction specification reviews, enabling faster and more standardized assessments. However, general-purpose LLMs' effectiveness has been bounded when applied to construction contexts, because they lack necessary domain-specific vocabulary and knowledge. Therefore, we propose a domain-specialization LLM pretraining ... Keywords: Large language model, Domain-specific, Pretraining, Construction specification DOI: https://doi.org/10.22260/ISARC2026/0172