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Automated detection of contractual risk clauses from construction specifications using bidirectional encoder representations from transformers (BERT)

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References

2000Quantifying the causes and costs of rework in construction488 cited
2013Semantic NLP-Based Information Extraction from Construction Regulatory Documents for Automated Compliance Checking420 cited
2013Anatomy of Construction Disputes179 cited
2019Development of Automatic-Extraction Model of Poisonous Clauses in International Construction Contracts Using Rule-Based NLP166 cited
2015Automated Information Transformation for Automated Regulatory Compliance Checking in Construction161 cited
2020Automated Requirements Identification from Construction Contract Documents Using Natural Language Processing138 cited
2007Understanding time delay disputes in construction contracts121 cited
2020Effective Risk Positioning through Automated Identification of Missing Contract Conditions from the Contractor’s Perspective Based on FIDIC Contract Cases96 cited
2021A critical review of text-based research in construction: Data source, analysis method, and implications87 cited

Cited by

2025Automating construction contract review using knowledge graph-enhanced large language models69 cited
2025Artificial intelligence in risk management within the realm of construction projects: A bibliometric analysis and systematic literature review41 cited

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