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NASARI: a Novel Approach to a Semantically-Aware Representation of Items


NASARI 2.0 semantic vector representations for BabelNet synsets in several languages. BabelNet covers WordNet and Wikipedia among other resources, enabling these vectors to be applicable for representations of concepts.



By José Camacho Collados, (Sapienza University of Rome).

We are glad to announce the release of

BabelNetNASARI 2.0: state-of-the-art vector representations for BabelNet synsets, WordNet synsets and Wikipedia pages in different languages. These vector representations have interpretable dimensions and are comparable across languages and resources. The vectors follow the work presented at NAACL and the multilingual extension presented at ACL earlier this year. Currently available are the English and Spanish versions of the vectors. We are planning to release the NASARI vector representations for French, German and Italian soon. Stay tuned!

To download the NASARI vectors, please visit http://lcl.uniroma1.it/nasari/

Reference papers:
José Camacho-Collados, Mohammad Taher Pilehvar and Roberto Navigli.
A Unified Multilingual Semantic Representation of Concepts. ACL 2015.

José Camacho-Collados, Mohammad Taher Pilehvar and Roberto Navigli.
NASARI: a Novel Approach to a Semantically-Aware Representation of Items. NAACL-HLT 2015.

José Camacho Collados is a PhD student at Sapienza University of Rome
http://wwwusers.di.uniroma1. it/~collados/

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