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RESEARCH27

Automatic Construction of a Legal Citation Graph from 100 Million Ukrainian Court Decisions: Large-Scale Extraction, Topological Analysis, and Ontology-Driven Clustering

arXiv CS.CLΒ·May 18, 2026

This study details the automatic construction of a legal citation graph from 100 million Ukrainian court decisions. The analysis reveals that judicial citation structure encodes legal domain boundaries and predicts future legislative importance with high accuracy.

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