Abstract
Wikipedia's link structure is a valuable resource for natural language processing tasks, but only a fraction of the concepts mentioned in each article are annotated with hyperlinks. In this paper, we study how to augmentWikipedia with additional high-precision links. We present 3W, a system that identifies concept mentions in Wikipedia text, and links each mention to its referent page. 3W leverages rich semantic information present in Wikipedia to achieve high precision. Our experiments demonstrate that 3W can add an average of seven new links to each Wikipedia article, at a precision of 0.98.,.
Cite
CITATION STYLE
Noraset, T., Bhagavatula, C., & Downey, D. (2014). Adding high-precision links to wikipedia. In EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference (pp. 651–656). Association for Computational Linguistics (ACL). https://doi.org/10.3115/v1/d14-1072
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