Difference between revisions of "Query Translation Using Wikipedia-Based Resources for Analysis and Disambiguation"
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== Overview == | == Overview == | ||
This work investigates query translation using only [[Wikipedia]]-based resources in a two step approach: analysis and disam- biguation. After arguing that data mined from Wikipedia is particularly relevant to query translation, both from a lexical and a semantic perspective, authors detail the im- plementation of the approach. In the analysis phase, lexical units are extracted from queries and associated to several possible translations using a Wikipedia- based bilingual dictionary. During the second phase, one translation is chosen amongst the many candidates, based on topic homogeneity, asserted with the help of [[semantic information]] carried by cate- gories of Wikipedia articles. Authors report promising results regarding translation accuracy. | This work investigates query translation using only [[Wikipedia]]-based resources in a two step approach: analysis and disam- biguation. After arguing that data mined from Wikipedia is particularly relevant to query translation, both from a lexical and a semantic perspective, authors detail the im- plementation of the approach. In the analysis phase, lexical units are extracted from queries and associated to several possible translations using a Wikipedia- based bilingual dictionary. During the second phase, one translation is chosen amongst the many candidates, based on topic homogeneity, asserted with the help of [[semantic information]] carried by cate- gories of Wikipedia articles. Authors report promising results regarding translation accuracy. | ||
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| + | == Embed == | ||
| + | === Wikipedia Quality === | ||
| + | <code> | ||
| + | <nowiki> | ||
| + | Gaillard, Benoît; Labs, Orange; Boualem, Malek; Collin, Olivier. (2010). "[[Query Translation Using Wikipedia-Based Resources for Analysis and Disambiguation]]". | ||
| + | </nowiki> | ||
| + | </code> | ||
| + | |||
| + | === English Wikipedia === | ||
| + | <code> | ||
| + | <nowiki> | ||
| + | {{cite journal |last1=Gaillard |first1=Benoît |last2=Labs |first2=Orange |last3=Boualem |first3=Malek |last4=Collin |first4=Olivier |title=Query Translation Using Wikipedia-Based Resources for Analysis and Disambiguation |date=2010 |url=https://wikipediaquality.com/wiki/Query_Translation_Using_Wikipedia-Based_Resources_for_Analysis_and_Disambiguation}} | ||
| + | </nowiki> | ||
| + | </code> | ||
| + | |||
| + | === HTML === | ||
| + | <code> | ||
| + | <nowiki> | ||
| + | Gaillard, Benoît; Labs, Orange; Boualem, Malek; Collin, Olivier. (2010). &quot;<a href="https://wikipediaquality.com/wiki/Query_Translation_Using_Wikipedia-Based_Resources_for_Analysis_and_Disambiguation">Query Translation Using Wikipedia-Based Resources for Analysis and Disambiguation</a>&quot;. | ||
| + | </nowiki> | ||
| + | </code> | ||
Revision as of 08:07, 18 June 2020
Authors | Benoît Gaillard Orange Labs Malek Boualem Olivier Collin |
|---|---|
Publication date | 2010 |
Links | Original |
Query Translation Using Wikipedia-Based Resources for Analysis and Disambiguation - scientific work related to Wikipedia quality published in 2010, written by Benoît Gaillard, Orange Labs, Malek Boualem and Olivier Collin.
Overview
This work investigates query translation using only Wikipedia-based resources in a two step approach: analysis and disam- biguation. After arguing that data mined from Wikipedia is particularly relevant to query translation, both from a lexical and a semantic perspective, authors detail the im- plementation of the approach. In the analysis phase, lexical units are extracted from queries and associated to several possible translations using a Wikipedia- based bilingual dictionary. During the second phase, one translation is chosen amongst the many candidates, based on topic homogeneity, asserted with the help of semantic information carried by cate- gories of Wikipedia articles. Authors report promising results regarding translation accuracy.
Embed
Wikipedia Quality
Gaillard, Benoît; Labs, Orange; Boualem, Malek; Collin, Olivier. (2010). "[[Query Translation Using Wikipedia-Based Resources for Analysis and Disambiguation]]".
English Wikipedia
{{cite journal |last1=Gaillard |first1=Benoît |last2=Labs |first2=Orange |last3=Boualem |first3=Malek |last4=Collin |first4=Olivier |title=Query Translation Using Wikipedia-Based Resources for Analysis and Disambiguation |date=2010 |url=https://wikipediaquality.com/wiki/Query_Translation_Using_Wikipedia-Based_Resources_for_Analysis_and_Disambiguation}}
HTML
Gaillard, Benoît; Labs, Orange; Boualem, Malek; Collin, Olivier. (2010). "<a href="https://wikipediaquality.com/wiki/Query_Translation_Using_Wikipedia-Based_Resources_for_Analysis_and_Disambiguation">Query Translation Using Wikipedia-Based Resources for Analysis and Disambiguation</a>".
