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Multi-Legal-Bench: When the Answer Is in the Input. Label Leakage in Legal Benchmarks Built from Court Registries

Ovcharov, Volodymyr
arXiv (All) · Papers
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computation-and-languagei-2-7
Court registries publish millions of decisions with structured metadata, which makes them an attractive source of labelled legal benchmarks: the court type, the form of the decision and its subject area come for free. We show that this convenience has a cost that registry-derived benchmarks rarely m
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