Gathering Alternative Surface Forms for DBpedia Entities
Authors | Volha Bryl Christian Bizer Heiko Paulheim |
|---|---|
Publication date | 2015 |
ISSN | 16130073 |
Links |
Gathering Alternative Surface Forms for DBpedia Entities - scientific work about Wikipedia quality published in 2015, written by Volha Bryl, Christian Bizer and Heiko Paulheim.
Overview
Wikipedia is often used a source of surface forms, or alternative reference strings for an entity, required for entity linking, disambiguation or coreference resolution tasks. Surface forms have been extracted in a number of works from Wikipedia labels, redirects, disambiguations and anchor texts of internal Wikipedia links, which authors complement with anchor texts of external Wikipedia links from the Common Crawl web corpus. Authors tackle the problem of quality of Wikipedia-based surface forms, which has not been raised before. Authors create the gold standard for the dataset quality evaluation, which reveales the surprisingly low precision of the Wikipedia-based surface forms. Authors propose filtering approaches that allowed boosting the precision from 75% to 85% for a random entity subset, and from 45% to more than 65% for the subset of popular entities. The filtered surface form dataset as well the gold standard are made publicly available.
Embed
Wikipedia Quality
Bryl, Volha; Bizer, Christian; Paulheim, Heiko. (2015). "[[Gathering Alternative Surface Forms for DBpedia Entities]]". CEUR Workshop Proceedings Volume 1581, 2015, pp. 13-24. ISSN: 16130073.
English Wikipedia
{{cite journal |last1=Bryl |first1=Volha |last2=Bizer |first2=Christian |last3=Paulheim |first3=Heiko |title=Gathering Alternative Surface Forms for DBpedia Entities |date=2015 |issn=16130073 |url=https://wikipediaquality.com/wiki/Gathering_Alternative_Surface_Forms_for_DBpedia_Entities |journal=CEUR Workshop Proceedings Volume 1581, 2015, pp. 13-24}}
HTML
Bryl, Volha; Bizer, Christian; Paulheim, Heiko. (2015). "<a href="https://wikipediaquality.com/wiki/Gathering_Alternative_Surface_Forms_for_DBpedia_Entities">Gathering Alternative Surface Forms for DBpedia Entities</a>". CEUR Workshop Proceedings Volume 1581, 2015, pp. 13-24. ISSN: 16130073.
