Efficient Pairwise Multilabel Classification for Large-Scale Problems in the Legal Domain

Abstract

In this paper we applied multilabel classification algorithms to the EUR-Lex database of legal documents of the European Union. On this document collection, we studied three different multilabel classification problems, the largest being the categorization into the EUROVOC concept hierarchy with almost 4000 classes. We evaluated three algorithms: (i) the… (More)
DOI: 10.1007/978-3-540-87481-2_4

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