Knowledge Graphs Construction from Criminal Court Appeals: Insights from the French Cassation Court

January 24, 2025 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Alexander V. Belikov, Sacha Raoult arXiv ID 2501.14579 Category cs.IR: Information Retrieval Citations 0 Venue arXiv.org Last Checked 4 months ago
Abstract
Despite growing interest, accurately and reliably representing unstructured data, such as court decisions, in a structured form, remains a challenge. Recent advancements in generative AI applied to language modeling enabled the transformation of text into knowledge graphs, unlocking new opportunities for analysis and modeling. This paper presents a framework for constructing knowledge graphs from appeals to the French Cassation Court. The framework includes a domain-specific ontology and a derived dataset, offering a foundation for structured legal data representation and analysis.
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