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2016 COLING COLING 2016

Revisiting Taxonomy Induction over Wikipedia

AbstractGuided 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 http://headstaxonomy.com.

🌉 Interdisciplinary Bridge - Interdisciplinary and Natural Language Processing
🧭 Keyword Pioneer - entity classification
🐣 Hot Topic Early Bird - knowledge graph

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