Human-in-the-Loop Learning With LLMs for Efficient RASE Tagging in Building Compliance Regulations

Human-in-the-Loop Learning With LLMs for Efficient RASE Tagging in Building Compliance Regulations

Automated compliance checking (ACC) in the Architecture, Engineering, and Construction (AEC) sector represents a pivotal task which is traditionally executed manually, demanding significant time and labor. This work investigates the automation of the Requirement, Applicability, Selection, and Except...

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Bibliographic Details
Main Authors: Dhoyazan Al-Turki, Hansi Hettiarachchi, Mohamed Medhat Gaber, Mohammed M. Abdelsamea, Shadi Basurra, Sima Iranmanesh, Hadeel Saadany, Edlira Vakaj
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Automated compliance checking
RASE
large language models
active learning
Online Access:https://ieeexplore.ieee.org/document/10778545/
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