@inproceedings{apidianaki-etal-2014-semantic,
title = "Semantic Clustering of Pivot Paraphrases",
author = "Apidianaki, Marianna and
Verzeni, Emilia and
McCarthy, Diana",
editor = "Calzolari, Nicoletta and
Choukri, Khalid and
Declerck, Thierry and
Loftsson, Hrafn and
Maegaard, Bente and
Mariani, Joseph and
Moreno, Asuncion and
Odijk, Jan and
Piperidis, Stelios",
booktitle = "Proceedings of the Ninth International Conference on Language Resources and Evaluation ({LREC}'14)",
month = may,
year = "2014",
address = "Reykjavik, Iceland",
publisher = "European Language Resources Association (ELRA)",
url = "http://www.lrec-conf.org/proceedings/lrec2014/pdf/475_Paper.pdf",
pages = "4270--4275",
abstract = "Paraphrases extracted from parallel corpora by the pivot method (Bannard and Callison-Burch, 2005) constitute a valuable resource for multilingual NLP applications. In this study, we analyse the semantics of unigram pivot paraphrases and use a graph-based sense induction approach to unveil hidden sense distinctions in the paraphrase sets. The comparison of the acquired senses to gold data from the Lexical Substitution shared task (McCarthy and Navigli, 2007) demonstrates that sense distinctions exist in the paraphrase sets and highlights the need for a disambiguation step in applications using this resource.",
}
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%0 Conference Proceedings
%T Semantic Clustering of Pivot Paraphrases
%A Apidianaki, Marianna
%A Verzeni, Emilia
%A McCarthy, Diana
%Y Calzolari, Nicoletta
%Y Choukri, Khalid
%Y Declerck, Thierry
%Y Loftsson, Hrafn
%Y Maegaard, Bente
%Y Mariani, Joseph
%Y Moreno, Asuncion
%Y Odijk, Jan
%Y Piperidis, Stelios
%S Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC’14)
%D 2014
%8 May
%I European Language Resources Association (ELRA)
%C Reykjavik, Iceland
%F apidianaki-etal-2014-semantic
%X Paraphrases extracted from parallel corpora by the pivot method (Bannard and Callison-Burch, 2005) constitute a valuable resource for multilingual NLP applications. In this study, we analyse the semantics of unigram pivot paraphrases and use a graph-based sense induction approach to unveil hidden sense distinctions in the paraphrase sets. The comparison of the acquired senses to gold data from the Lexical Substitution shared task (McCarthy and Navigli, 2007) demonstrates that sense distinctions exist in the paraphrase sets and highlights the need for a disambiguation step in applications using this resource.
%U http://www.lrec-conf.org/proceedings/lrec2014/pdf/475_Paper.pdf
%P 4270-4275
Markdown (Informal)
[Semantic Clustering of Pivot Paraphrases](http://www.lrec-conf.org/proceedings/lrec2014/pdf/475_Paper.pdf) (Apidianaki et al., LREC 2014)
ACL
- Marianna Apidianaki, Emilia Verzeni, and Diana McCarthy. 2014. Semantic Clustering of Pivot Paraphrases. In Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), pages 4270–4275, Reykjavik, Iceland. European Language Resources Association (ELRA).