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

    Source: Journal of Computing in Civil Engineering:;2025:;Volume ( 039 ):;issue: 006::page 04025078-1
    Author:
    Lv, Yuangeng
    ,
    Ren, Qiubing
    ,
    Li, Mingchao
    ,
    Zhang, Xiaojian
    ,
    Deng, Xufang
    ,
    Shen, Aihua
    DOI: 10.1061/JCCEE5.CPENG-6561
    Publisher: American Society of Civil Engineers
    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 ...
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      Development of Multilabel Text Classification with Contrastive Learning for Safety Hazard Analysis in Large-Scale Construction Projects

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    https://yetl.yabesh.ir/yetl1/handle/yetl/4314399
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    • Journal of Computing in Civil Engineering

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    contributor authorLv, Yuangeng
    contributor authorRen, Qiubing
    contributor authorLi, Mingchao
    contributor authorZhang, Xiaojian
    contributor authorDeng, Xufang
    contributor authorShen, Aihua
    date accessioned2026-08-20T21:24:20Z
    date available2026-08-20T21:24:20Z
    date copyright2025/07/17
    date issued2025
    identifier otherJCCEE5.CPENG-6561.pdf
    identifier urihttp://yetl.yabesh.ir/yetl1/handle/yetl/4314399
    description abstractAbstractText 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 ...
    publisherAmerican Society of Civil Engineers
    titleDevelopment of Multilabel Text Classification with Contrastive Learning for Safety Hazard Analysis in Large-Scale Construction Projects
    typeJournal Article
    journal volume39
    journal issue6
    journal titleJournal of Computing in Civil Engineering
    identifier doi10.1061/JCCEE5.CPENG-6561
    journal fristpage04025078-1
    journal lastpage04025078-19
    page19
    treeJournal of Computing in Civil Engineering:;2025:;Volume ( 039 ):;issue: 006
    contenttypeFulltext
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