Difference between revisions of "Summarization Using Wikipedia"
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Latest revision as of 09:07, 11 August 2019
Authors | Shu Gong Youli Qu Shengfeng Tian |
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Publication date | 2010 |
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Summarization Using Wikipedia - scientific work related to Wikipedia quality published in 2010, written by Shu Gong, Youli Qu and Shengfeng Tian.
Overview
Summarization utilizes the processing speed of computer to provide a concise and comprehensive glance at the data mass. This paper presents work in the Text Analysis Conference 2010 guided summarization task. Authors make use of Wikipedia, currently the world’s largest online encyclopedia, to catch the semantic meaning under words. Three features are extracted for sentence selection, based on disambiguated Wikipedia concepts and their first paragraphs in the corresponding Wikipedia articles. Authors system ranks in the middle tier of the 43 peer systems (including 2 baselines). From the analysis of evaluation results, authors get the following findings: Firstly, authors can find a sufficient number of Wikipedia concepts in each topic. Secondly, it is the context representation but not the number of concepts that affects system performance for a topic. Finally, highly related first paragraphs in Wikipedia article significantly improve system performance.
Embed
Wikipedia Quality
Gong, Shu; Qu, Youli; Tian, Shengfeng. (2010). "[[Summarization Using Wikipedia]]".
English Wikipedia
{{cite journal |last1=Gong |first1=Shu |last2=Qu |first2=Youli |last3=Tian |first3=Shengfeng |title=Summarization Using Wikipedia |date=2010 |url=https://wikipediaquality.com/wiki/Summarization_Using_Wikipedia}}
HTML
Gong, Shu; Qu, Youli; Tian, Shengfeng. (2010). "<a href="https://wikipediaquality.com/wiki/Summarization_Using_Wikipedia">Summarization Using Wikipedia</a>".