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ACL
2006

Automatic Learning of Textual Entailments with Cross-Pair Similarities

10 years 4 months ago
Automatic Learning of Textual Entailments with Cross-Pair Similarities
In this paper we define a novel similarity measure between examples of textual entailments and we use it as a kernel function in Support Vector Machines (SVMs). This allows us to automatically learn the rewrite rules that describe a non trivial set of entailment cases. The experiments with the data sets of the RTE 2005 challenge show an improvement of 4.4% over the state-of-the-art methods.
Fabio Massimo Zanzotto, Alessandro Moschitti
Added 30 Oct 2010
Updated 30 Oct 2010
Type Conference
Year 2006
Where ACL
Authors Fabio Massimo Zanzotto, Alessandro Moschitti
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