@inproceedings{fernandez-ordonez-etal-2012-unsupervised,
title = "Unsupervised Word Sense Disambiguation with Multilingual Representations",
author = "Fernandez-Ordo{\~n}ez, Erwin and
Mihalcea, Rada and
Hassan, Samer",
editor = "Calzolari, Nicoletta and
Choukri, Khalid and
Declerck, Thierry and
Do{\u{g}}an, Mehmet U{\u{g}}ur and
Maegaard, Bente and
Mariani, Joseph and
Moreno, Asuncion and
Odijk, Jan and
Piperidis, Stelios",
booktitle = "Proceedings of the Eighth International Conference on Language Resources and Evaluation ({LREC}'12)",
month = may,
year = "2012",
address = "Istanbul, Turkey",
publisher = "European Language Resources Association (ELRA)",
url = "http://www.lrec-conf.org/proceedings/lrec2012/pdf/1082_Paper.pdf",
pages = "847--851",
abstract = "In this paper we investigate the role of multilingual features in improving word sense disambiguation. In particular, we explore the use of semantic clues derived from context translation to enrich the intended sense and therefore reduce ambiguity. Our experiments demonstrate up to 26{\%} increase in disambiguation accuracy by utilizing multilingual features as compared to the monolingual baseline.",
}
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%0 Conference Proceedings
%T Unsupervised Word Sense Disambiguation with Multilingual Representations
%A Fernandez-Ordoñez, Erwin
%A Mihalcea, Rada
%A Hassan, Samer
%Y Calzolari, Nicoletta
%Y Choukri, Khalid
%Y Declerck, Thierry
%Y Doğan, Mehmet Uğur
%Y Maegaard, Bente
%Y Mariani, Joseph
%Y Moreno, Asuncion
%Y Odijk, Jan
%Y Piperidis, Stelios
%S Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC’12)
%D 2012
%8 May
%I European Language Resources Association (ELRA)
%C Istanbul, Turkey
%F fernandez-ordonez-etal-2012-unsupervised
%X In this paper we investigate the role of multilingual features in improving word sense disambiguation. In particular, we explore the use of semantic clues derived from context translation to enrich the intended sense and therefore reduce ambiguity. Our experiments demonstrate up to 26% increase in disambiguation accuracy by utilizing multilingual features as compared to the monolingual baseline.
%U http://www.lrec-conf.org/proceedings/lrec2012/pdf/1082_Paper.pdf
%P 847-851
Markdown (Informal)
[Unsupervised Word Sense Disambiguation with Multilingual Representations](http://www.lrec-conf.org/proceedings/lrec2012/pdf/1082_Paper.pdf) (Fernandez-Ordoñez et al., LREC 2012)
ACL