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Automating construction contract review using knowledge graph-enhanced large language models

A paper that explores the use of knowledge graphs and large language models to automate construction contract review.

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Automating construction contract review using knowledge graph-enhanced large language models

By Chunmo Zheng, Saika Wong, Xing Su, Yinqiu Tang, Ahsan Nawaz, Mohamad KassemAutomation in Construction
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The authors propose a method for automating construction contract review using knowledge graphs and large language models. They enhance a pre-trained LLM with a knowledge graph, which is used to extract relevant information from contracts.

The enhanced model is then evaluated on its ability to accurately identify issues in construction contracts.

Abstract

The authors propose a method for automating construction contract review using knowledge graphs and large language models. They enhance a pre-trained LLM with a knowledge graph, which is used to extract relevant information from contracts. The enhanced model is then evaluated on its ability to accurately identify issues in construction contracts.

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construction contract reviewknowledge graph-enhanced LLMautomated contract analysiscontract managementbuilding information modelingKnowledge GraphsLarge Language ModelsContent EngineeringSemantic Interoperability
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