New MIRABELLE system uses LLMs to find business process vulnerabilities

A new system named MIRABELLE has been developed to identify vulnerabilities within business process documentation. This system utilizes Large Language Models (LLMs) to process various forms of documentation, including ISO 9000/9001 standards, user guides, and process logs. MIRABELLE aims to extract and represent business logic in a graph format, enabling the detection of issues such as conflicting requirements or omitted quality checks. AI

IMPACT This research demonstrates the application of LLMs in identifying critical vulnerabilities within business process documentation, potentially improving quality and reducing costs.

RANK_REASON The cluster contains a research paper detailing a new system and its experimental performance. [lever_c_demoted from research: ic=1 ai=1.0]

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• alphaXiv
• arXiv
• CatalyzeX
• DagsHub
• Gotit.pub
• Hugging Face
• ISO 9000/9001
• Large Language Models
• MIRABELLE
• ScienceCast

• paper
• product

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