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A key challenge in the legal domain is the adaptation and representation ofthe legal knowledge expressed through texts, in order for legal practitionersand researchers to access this information easier and faster to help withcompliance related issues. One way to approach this goal is in the form of ataxonomy of legal concepts. While this task usually requires a manualconstruction of terms and their relations by domain experts, this paperdescribes a methodology to automatically generate a taxonomy of legal nounconcepts. We apply and compare two approaches on a corpus consisting ofstatutory instruments for UK, Wales, Scotland and Northern Ireland laws.

Automatic Taxonomy Generation - A Use-Case in the Legal Domain