Knowledge-Rich Word Sense Disambiguation Rivaling Supervised Systems
Authors | Simone Paolo Ponzetto Roberto Navigli |
|---|---|
Publication date | 2010 |
ISBN | 978-161738808-8 |
Links |
Knowledge-Rich Word Sense Disambiguation Rivaling Supervised Systems - scientific work about Wikipedia quality published in 2010, written by Simone Paolo Ponzetto and Roberto Navigli.
Overview
One of the main obstacles to high-performance Word Sense Disambiguation (WSD) is the knowledge acquisition bottleneck. In this paper, authors present a methodology to automatically extend WordNet with large amounts of semantic relations from an encyclopedic resource, namely Wikipedia. Authors show that, when provided with a vast amount of high-quality semantic relations, simple knowledge-lean disambiguation algorithms compete with state-of-the-art supervised WSD systems in a coarse-grained all-words setting and outperform them on gold-standard domain-specific datasets.
Embed
Wikipedia Quality
Ponzetto, Simone Paolo; Navigli, Roberto. (2010). "[[Knowledge-Rich Word Sense Disambiguation Rivaling Supervised Systems]]". International Conference on Information and Knowledge Management, Proceedings 2010, pp. 929-938. ISBN: 978-161738808-8.
English Wikipedia
{{cite journal |last1=Ponzetto |first1=Simone Paolo |last2=Navigli |first2=Roberto |title=Knowledge-Rich Word Sense Disambiguation Rivaling Supervised Systems |date=2010 |isbn=978-161738808-8 |url=https://wikipediaquality.com/wiki/Knowledge-Rich_Word_Sense_Disambiguation_Rivaling_Supervised_Systems |journal=International Conference on Information and Knowledge Management, Proceedings 2010, pp. 929-938}}
HTML
Ponzetto, Simone Paolo; Navigli, Roberto. (2010). "<a href="https://wikipediaquality.com/wiki/Knowledge-Rich_Word_Sense_Disambiguation_Rivaling_Supervised_Systems">Knowledge-Rich Word Sense Disambiguation Rivaling Supervised Systems</a>". International Conference on Information and Knowledge Management, Proceedings 2010, pp. 929-938. ISBN: 978-161738808-8.
