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EMNLP
2007

Instance Based Lexical Entailment for Ontology Population

9 years 2 months ago
Instance Based Lexical Entailment for Ontology Population
In this paper we propose an instance based method for lexical entailment and apply it to automatic ontology population from text. The approach is fully unsupervised and based on kernel methods. We demonstrate the effectiveness of our technique largely surpassing both the random and most frequent baselines and outperforming current state-of-the-art unsupervised approaches on a benchmark ontology available in the literature.
Claudio Giuliano, Alfio Massimiliano Gliozzo
Added 29 Oct 2010
Updated 29 Oct 2010
Type Conference
Year 2007
Where EMNLP
Authors Claudio Giuliano, Alfio Massimiliano Gliozzo
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