Extending the WN-Toolkit: dealing with polysemous words in the dictionary-based strategy

Antoni Oliver


Abstract
In this paper we present an extension of the dictionary-based strategy for wordnet construction implemented in the WN-Toolkit. This strategy allows the extraction of information for polysemous English words if definitions and/or semantic relations are present in the dictionary. The WN-Toolkit is a freely available set of programs for the creation and expansion of wordnets using dictionary-based and parallel-corpus based strategies. In previous versions of the toolkit the dictionary-based strategy was only used for translating monosemous English variants. In the experiments we have used Omegawiki and Wiktionary and we present automatic evaluation results for 24 languages that have wordnets in the Open Multilingual Wordnet project. We have used these existing versions of the wordnet to perform an automatic evaluation.
Anthology ID:
2016.gwc-1.39
Volume:
Proceedings of the 8th Global WordNet Conference (GWC)
Month:
27--30 January
Year:
2016
Address:
Bucharest, Romania
Editors:
Christiane Fellbaum, Piek Vossen, Verginica Barbu Mititelu, Corina Forascu
Venue:
GWC
SIG:
SIGLEX
Publisher:
Global Wordnet Association
Note:
Pages:
267–274
Language:
URL:
https://aclanthology.org/2016.gwc-1.39
DOI:
Bibkey:
Cite (ACL):
Antoni Oliver. 2016. Extending the WN-Toolkit: dealing with polysemous words in the dictionary-based strategy. In Proceedings of the 8th Global WordNet Conference (GWC), pages 267–274, Bucharest, Romania. Global Wordnet Association.
Cite (Informal):
Extending the WN-Toolkit: dealing with polysemous words in the dictionary-based strategy (Oliver, GWC 2016)
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PDF:
https://preview.aclanthology.org/improve-issue-templates/2016.gwc-1.39.pdf