Difference between revisions of "Mapping Wordnet Synsets to Wikipedia Articles"
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| + | {{Infobox work | ||
| + | | title = Mapping Wordnet Synsets to Wikipedia Articles | ||
| + | | date = 2012 | ||
| + | | authors = [[Samuel Fernando]]<br />[[Mark Stevenson]] | ||
| + | | link = http://www.lrec-conf.org/proceedings/lrec2012/pdf/232_Paper.pdf | ||
| + | }} | ||
'''Mapping Wordnet Synsets to Wikipedia Articles''' - scientific work related to [[Wikipedia quality]] published in 2012, written by [[Samuel Fernando]] and [[Mark Stevenson]]. | '''Mapping Wordnet Synsets to Wikipedia Articles''' - scientific work related to [[Wikipedia quality]] published in 2012, written by [[Samuel Fernando]] and [[Mark Stevenson]]. | ||
== Overview == | == Overview == | ||
Lexical knowledge bases (LKBs), such as [[WordNet]], have been shown to be useful for a range of language processing tasks. Extending these resources is an expensive and time-consuming process. This paper describes an approach to address this problem by automatically generating a mapping from WordNet synsets to [[Wikipedia]] articles. A sample of synsets has been manually annotated with article matches for evaluation purposes. The automatic methods are shown to create mappings with precision of 87.8% and recall of 46.9%. These mappings can then be used as a basis for enriching WordNet with new relations based on Wikipedia links. The manual and automatically created data is available online. | Lexical knowledge bases (LKBs), such as [[WordNet]], have been shown to be useful for a range of language processing tasks. Extending these resources is an expensive and time-consuming process. This paper describes an approach to address this problem by automatically generating a mapping from WordNet synsets to [[Wikipedia]] articles. A sample of synsets has been manually annotated with article matches for evaluation purposes. The automatic methods are shown to create mappings with precision of 87.8% and recall of 46.9%. These mappings can then be used as a basis for enriching WordNet with new relations based on Wikipedia links. The manual and automatically created data is available online. | ||
Revision as of 08:26, 7 June 2020
Authors | Samuel Fernando Mark Stevenson |
|---|---|
Publication date | 2012 |
Links | Original |
Mapping Wordnet Synsets to Wikipedia Articles - scientific work related to Wikipedia quality published in 2012, written by Samuel Fernando and Mark Stevenson.
Overview
Lexical knowledge bases (LKBs), such as WordNet, have been shown to be useful for a range of language processing tasks. Extending these resources is an expensive and time-consuming process. This paper describes an approach to address this problem by automatically generating a mapping from WordNet synsets to Wikipedia articles. A sample of synsets has been manually annotated with article matches for evaluation purposes. The automatic methods are shown to create mappings with precision of 87.8% and recall of 46.9%. These mappings can then be used as a basis for enriching WordNet with new relations based on Wikipedia links. The manual and automatically created data is available online.
