Development of Multilabel Text Classification with Contrastive Learning for Safety Hazard Analysis in Large-Scale Construction Projects

Abstract

AbstractText analysis of safety hazards is particularly important to grasp construction safety risks. However, hazard descriptions and locations are usually weakly directional and ambiguous, leading to a significant one-to-many mapping relationship. In ...