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Revisiting Taxonomy Induction over Wikipedia

lib:c9210114b988095c (v1.0.0)

Authors: Amit Gupta,Francesco Piccinno,Mikhail Kozhevnikov,Marius Pa{\c{s}}ca,Daniele Pighin
Where published: COLING 2016 12
Document:  PDF  DOI 
Abstract URL: https://www.aclweb.org/anthology/C16-1217/


Guided by multiple heuristics, a unified taxonomy of entities and categories is distilled from the Wikipedia category network. A comprehensive evaluation, based on the analysis of upward generalization paths, demonstrates that the taxonomy supports generalizations which are more than twice as accurate as the state of the art. The taxonomy is available at \url{http://headstaxonomy.com}.

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