Researchers have developed a method to automatically construct a legal citation graph from over 100 million Ukrainian court decisions. This graph reveals distinct legal domain boundaries and accurately predicts future legislative importance. The analysis identified key judicial hubs and detected significant shifts, such as the impact of the 2022 invasion, through citation entropy spikes. AI
影响 Automated legal ontology construction could streamline LLM-assisted legal analysis and improve information retrieval from large legal datasets.
排序理由 Academic paper detailing a novel method for constructing and analyzing a legal citation graph. [lever_c_demoted from research: ic=1 ai=1.0]
- EU Court of Justice
- legal citation graph
- legal domain boundaries
- legislative importance
- LLM-assisted legal analysis
- Louvain community detection
- US Supreme Court
- Ukrainian court decisions
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