Semantic Relatedness for Named Entity Disambiguation Using a Small Wikipedia
Authors | Izaskun Fernández Iñaki Alegria Nerea Ezeiza |
|---|---|
Publication date | 2011 |
DOI | 10.1007/978-3-642-23538-2_35 |
Links | Original Preprint |
Semantic Relatedness for Named Entity Disambiguation Using a Small Wikipedia - scientific work related to Wikipedia quality published in 2011, written by Izaskun Fernández, Iñaki Alegria and Nerea Ezeiza.
Overview
Resolving Named Entity Disambiguation task with a small knowledge base makes the task more challenging. Concretely, authors present an evaluation of the state-of-the-art methods in this task for Basque NE disambiguation based on the Basque Wikipedia. Authors have used MFS, VSM, ESA and UKB for linking any ambiguous surface NE form occurrence in a text with its corresponding Wikipedia entry in the Basque Wikipedia version. Authors have analysed their performance with different corpora and as it was expected, most of them perform worse than when using big Wikipedias such as the English version, but authors think these results are more realistic for less-resourced languages. Authors propose a new normalization factor for ESA to minimise the effect of the knowledge base size.
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Wikipedia Quality
Izaskun, Fernández; Iñaki, Alegria; Nerea, Ezeiza. (2011). "[[Semantic Relatedness for Named Entity Disambiguation Using a Small Wikipedia]]". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-23538-2_35.
English Wikipedia
{{cite journal |last1=Izaskun |first1=Fernández |last2=Iñaki |first2=Alegria |last3=Nerea |first3=Ezeiza |title=Semantic Relatedness for Named Entity Disambiguation Using a Small Wikipedia |date=2011 |doi=10.1007/978-3-642-23538-2_35 |url=https://wikipediaquality.com/wiki/Semantic_relatedness_for_named_entity_disambiguation_using_a_small_wikipedia |journal=Springer, Berlin, Heidelberg}}
HTML
Izaskun, Fernández; Iñaki, Alegria; Nerea, Ezeiza. (2011). "<a href="https://wikipediaquality.com/wiki/Semantic_Relatedness_for_Named_Entity_Disambiguation_Using_a_Small_Wikipedia">Semantic Relatedness for Named Entity Disambiguation Using a Small Wikipedia</a>". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-23538-2_35.
