2012 BabelNetTheAutomaticConstructio
- (Navigli & Ponzetto, 2012) ⇒ Roberto Navigli, and Simone Paolo Ponzetto. (2012). “BabelNet: The Automatic Construction, Evaluation and Application of a Wide-coverage Multilingual Semantic Network.” In: Artificial Intelligence Journal, 193. doi:10.1016/j.artint.2012.07.001
Subject Headings: BableNet Semantic Network, Semantic Network Creation Task.
Notes
Cited By
- http://scholar.google.com/scholar?q=%22BabelNet%3A+The+automatic+construction%2C+evaluation+and+application+of+a+wide-coverage+multilingual+semantic+network%22+2012
- http://dl.acm.org/citation.cfm?id=2397213.2397579&preflayout=flat#citedby
Quotes
Author Keywords
Abstract
We present an automatic approach to the construction of BabelNet, a very large, wide-coverage multilingual semantic network. Key to our approach is the integration of lexicographic and encyclopedic knowledge from WordNet and Wikipedia. In addition, Machine Translation is applied to enrich the resource with lexical information for all languages. We first conduct in vitro experiments on new and existing gold-standard datasets to show the high quality and coverage of BabelNet. We then show that our lexical resource can be used successfully to perform both monolingual and cross-lingual Word Sense Disambiguation: thanks to its wide lexical coverage and novel semantic relations, we are able to achieve state-of the-art results on three different SemEval evaluation tasks.
References
;
| Author | volume | Date Value | title | type | journal | titleUrl | doi | note | year | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2012 BabelNetTheAutomaticConstructio | Simone P. Ponzetto Roberto Navigli | BabelNet: The Automatic Construction, Evaluation and Application of a Wide-coverage Multilingual Semantic Network | 10.1016/j.artint.2012.07.001 | 2012 |