most citedAn Ontology-Driven Graph RAG for Legal Norms: A Structural, Temporal, and Deterministic Approach

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An Ontology-Driven Graph RAG for Legal Norms: A Structural, Temporal, and Deterministic Approach

Hudson de Martim

Retrieval-Augmented Generation (RAG) systems in the legal domain face a critical challenge: standard, flat-text retrieval is blind to the hierarchical, diachronic, and causal struc…