2010 KnowledgeRichWordSenseDisambigu

• (Ponzetto et al., 2010) ⇒ Simone Paolo Ponzetto, and Roberto Navigli. (2010). “Knowledge-rich Word Sense Disambiguation Rivaling Supervised Systems.” In: Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics.

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Cited By

• http://scholar.google.com/scholar?q=%22Knowledge-rich+Word+Sense+Disambiguation+rivaling+supervised+systems%22+2010
• http://dl.acm.org/citation.cfm?id=1858681.1858835&preflayout=flat#citedby

Quotes

Abstract

One of the main obstacles to high-performance Word Sense Disambiguation (WSD) is the knowledge acquisition bottleneck. In this paper, we present a methodology to automatically extend WordNet with large amounts of semantic relations from an encyclopedic resource, namely Wikipedia. We 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.

References

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	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2010 KnowledgeRichWordSenseDisambigu	Simone P. Ponzetto Roberto Navigli			Knowledge-rich Word Sense Disambiguation Rivaling Supervised Systems						2010