Difference between revisions of "Wikisummarizer - a Wikipedia-Based Summarization System"
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== Overview == | == Overview == | ||
This paper presents WikiSummarizer system at the guided summarization track of TAC 2010. This system is derived from a novel framework which improves summarization through sentence wikification, i.e., enriching sentence representation with concepts from [[Wikipedia]]. By examining sentences in the feature space of Wikipedia concepts, authors are able to obtain sentence similarity which is more consistent with human judgment. Furthermore, authors develop a strategy which incorporates semantic [[relatedness]] of Wikipedia concepts into sentence wikification as a smoothing factor. Authors system outperforms the baseline and has achieved competitive results in TAC 2010. | This paper presents WikiSummarizer system at the guided summarization track of TAC 2010. This system is derived from a novel framework which improves summarization through sentence wikification, i.e., enriching sentence representation with concepts from [[Wikipedia]]. By examining sentences in the feature space of Wikipedia concepts, authors are able to obtain sentence similarity which is more consistent with human judgment. Furthermore, authors develop a strategy which incorporates semantic [[relatedness]] of Wikipedia concepts into sentence wikification as a smoothing factor. Authors system outperforms the baseline and has achieved competitive results in TAC 2010. | ||
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+ | == Embed == | ||
+ | === Wikipedia Quality === | ||
+ | <code> | ||
+ | <nowiki> | ||
+ | Miao, Yajie; Li, Chunping. (2010). "[[Wikisummarizer - a Wikipedia-Based Summarization System]]". | ||
+ | </nowiki> | ||
+ | </code> | ||
+ | |||
+ | === English Wikipedia === | ||
+ | <code> | ||
+ | <nowiki> | ||
+ | {{cite journal |last1=Miao |first1=Yajie |last2=Li |first2=Chunping |title=Wikisummarizer - a Wikipedia-Based Summarization System |date=2010 |url=https://wikipediaquality.com/wiki/Wikisummarizer_-_a_Wikipedia-Based_Summarization_System}} | ||
+ | </nowiki> | ||
+ | </code> | ||
+ | |||
+ | === HTML === | ||
+ | <code> | ||
+ | <nowiki> | ||
+ | Miao, Yajie; Li, Chunping. (2010). &quot;<a href="https://wikipediaquality.com/wiki/Wikisummarizer_-_a_Wikipedia-Based_Summarization_System">Wikisummarizer - a Wikipedia-Based Summarization System</a>&quot;. | ||
+ | </nowiki> | ||
+ | </code> |
Revision as of 13:54, 25 February 2021
Authors | Yajie Miao Chunping Li |
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Publication date | 2010 |
Links |
Wikisummarizer - a Wikipedia-Based Summarization System - scientific work related to Wikipedia quality published in 2010, written by Yajie Miao and Chunping Li.
Overview
This paper presents WikiSummarizer system at the guided summarization track of TAC 2010. This system is derived from a novel framework which improves summarization through sentence wikification, i.e., enriching sentence representation with concepts from Wikipedia. By examining sentences in the feature space of Wikipedia concepts, authors are able to obtain sentence similarity which is more consistent with human judgment. Furthermore, authors develop a strategy which incorporates semantic relatedness of Wikipedia concepts into sentence wikification as a smoothing factor. Authors system outperforms the baseline and has achieved competitive results in TAC 2010.
Embed
Wikipedia Quality
Miao, Yajie; Li, Chunping. (2010). "[[Wikisummarizer - a Wikipedia-Based Summarization System]]".
English Wikipedia
{{cite journal |last1=Miao |first1=Yajie |last2=Li |first2=Chunping |title=Wikisummarizer - a Wikipedia-Based Summarization System |date=2010 |url=https://wikipediaquality.com/wiki/Wikisummarizer_-_a_Wikipedia-Based_Summarization_System}}
HTML
Miao, Yajie; Li, Chunping. (2010). "<a href="https://wikipediaquality.com/wiki/Wikisummarizer_-_a_Wikipedia-Based_Summarization_System">Wikisummarizer - a Wikipedia-Based Summarization System</a>".