Translating Regulatory Clauses into Executable Codes for Building Design Checking via Large Language Model Driven Function Matching and Composing

Understand

Translating clauses into executable code is a vital stage of automated rule checking (ARC) and is essential for effective building design compliance checking, particularly for rules with implicit properties or complex logic requiring domain knowledge.

• Thus, by systematically analyzing building clauses, 66 atomic functions are defined first to encapsulate common computational logics.
• Then, LLM-FuncMapper is proposed, a large language model (LLM)-based approach with rule-based adaptive prompts that match clauses to atomic functions.
• Finally, executable code is generated by composing functions through the LLMs.