Difference between revisions of "Coreference in Wikipedia: Main Concept Resolution"
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== Overview == | == Overview == | ||
Wikipedia is a resource of choice exploited in many NLP applications, yet authors are not aware of recent attempts to adapt coreference resolution to this resource. In this work, authors revisit a seldom studied task which consists in identifying in a [[Wikipedia]] article all the mentions of the main concept being described. Authors show that by exploiting the Wikipedia markup of a document, as well as links to external knowledge bases such as Freebase, authors can acquire useful information on entities that helps to classify mentions as coreferent or not. Authors designed a classifier which drastically outperforms fair baselines built on top of state-of-the-art coreference resolution systems. Authors also measure the benefits of this classifier in a full coreference resolution pipeline applied to Wikipedia texts. | Wikipedia is a resource of choice exploited in many NLP applications, yet authors are not aware of recent attempts to adapt coreference resolution to this resource. In this work, authors revisit a seldom studied task which consists in identifying in a [[Wikipedia]] article all the mentions of the main concept being described. Authors show that by exploiting the Wikipedia markup of a document, as well as links to external knowledge bases such as Freebase, authors can acquire useful information on entities that helps to classify mentions as coreferent or not. Authors designed a classifier which drastically outperforms fair baselines built on top of state-of-the-art coreference resolution systems. Authors also measure the benefits of this classifier in a full coreference resolution pipeline applied to Wikipedia texts. | ||
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| + | == Embed == | ||
| + | === Wikipedia Quality === | ||
| + | <code> | ||
| + | <nowiki> | ||
| + | Ghaddar, Abbas; Langlais, Phillippe. (2016). "[[Coreference in Wikipedia: Main Concept Resolution]]".DOI: 10.18653/v1/K16-1023. | ||
| + | </nowiki> | ||
| + | </code> | ||
| + | |||
| + | === English Wikipedia === | ||
| + | <code> | ||
| + | <nowiki> | ||
| + | {{cite journal |last1=Ghaddar |first1=Abbas |last2=Langlais |first2=Phillippe |title=Coreference in Wikipedia: Main Concept Resolution |date=2016 |doi=10.18653/v1/K16-1023 |url=https://wikipediaquality.com/wiki/Coreference_in_Wikipedia:_Main_Concept_Resolution}} | ||
| + | </nowiki> | ||
| + | </code> | ||
| + | |||
| + | === HTML === | ||
| + | <code> | ||
| + | <nowiki> | ||
| + | Ghaddar, Abbas; Langlais, Phillippe. (2016). &quot;<a href="https://wikipediaquality.com/wiki/Coreference_in_Wikipedia:_Main_Concept_Resolution">Coreference in Wikipedia: Main Concept Resolution</a>&quot;.DOI: 10.18653/v1/K16-1023. | ||
| + | </nowiki> | ||
| + | </code> | ||
Revision as of 13:23, 8 May 2020
Authors | Abbas Ghaddar Phillippe Langlais |
|---|---|
Publication date | 2016 |
DOI | 10.18653/v1/K16-1023 |
Links | Original |
Coreference in Wikipedia: Main Concept Resolution - scientific work related to Wikipedia quality published in 2016, written by Abbas Ghaddar and Phillippe Langlais.
Overview
Wikipedia is a resource of choice exploited in many NLP applications, yet authors are not aware of recent attempts to adapt coreference resolution to this resource. In this work, authors revisit a seldom studied task which consists in identifying in a Wikipedia article all the mentions of the main concept being described. Authors show that by exploiting the Wikipedia markup of a document, as well as links to external knowledge bases such as Freebase, authors can acquire useful information on entities that helps to classify mentions as coreferent or not. Authors designed a classifier which drastically outperforms fair baselines built on top of state-of-the-art coreference resolution systems. Authors also measure the benefits of this classifier in a full coreference resolution pipeline applied to Wikipedia texts.
Embed
Wikipedia Quality
Ghaddar, Abbas; Langlais, Phillippe. (2016). "[[Coreference in Wikipedia: Main Concept Resolution]]".DOI: 10.18653/v1/K16-1023.
English Wikipedia
{{cite journal |last1=Ghaddar |first1=Abbas |last2=Langlais |first2=Phillippe |title=Coreference in Wikipedia: Main Concept Resolution |date=2016 |doi=10.18653/v1/K16-1023 |url=https://wikipediaquality.com/wiki/Coreference_in_Wikipedia:_Main_Concept_Resolution}}
HTML
Ghaddar, Abbas; Langlais, Phillippe. (2016). "<a href="https://wikipediaquality.com/wiki/Coreference_in_Wikipedia:_Main_Concept_Resolution">Coreference in Wikipedia: Main Concept Resolution</a>".DOI: 10.18653/v1/K16-1023.
