Matches in DBpedia 2014 for { <http://dbpedia.org/resource/Entity_linking> ?p ?o. }
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- Entity_linking abstract "In natural language processing, entity linking, named entity disambiguation or named entity normalization (NEN) is the task of determining the identity of entities mentioned in text. It is distinct from named entity recognition (NER) in that it identifies not the occurrence of names (and a limited classification of those), but their reference.Entity linking needs a knowledge base of entities to which names can be linked. A popular choice for entity linking on open domain text is Wikipedia,and when that is used, the process may be called wikification (as in the Wikify! program, an early entity linking system).In a closed domain setting, a knowledge base may be induced automatically from training text.Any entity linking algorithm must battle the inherent ambiguity that even names have. Various approaches to tackle this problem have been tried. In the seminal approach of Milne and Witten, supervised learning is employed using the anchor texts of Wikipedia itself as the training data. The training data also can be collected by an automatic approach based on unambiguous synonyms.Entity linking has been suggested as a way to automate the construction of a semantic web.It has been used to improve the performance of information retrieval systems.Entity Linking evaluation campaigns are organized by the U.S. National Institute of Standards and Technology (NIST) in the context of the Knowledge Base Population task of the Text Analysis Conference.".
- Entity_linking wikiPageExternalLink KBP.
- Entity_linking wikiPageExternalLink index.html.
- Entity_linking wikiPageID "38873466".
- Entity_linking wikiPageRevisionID "598994927".
- Entity_linking hasPhotoCollection Entity_linking.
- Entity_linking subject Category:Natural_language_processing.
- Entity_linking comment "In natural language processing, entity linking, named entity disambiguation or named entity normalization (NEN) is the task of determining the identity of entities mentioned in text. It is distinct from named entity recognition (NER) in that it identifies not the occurrence of names (and a limited classification of those), but their reference.Entity linking needs a knowledge base of entities to which names can be linked.".
- Entity_linking label "Entity linking".
- Entity_linking sameAs m.0rysr6q.
- Entity_linking sameAs Q17012245.
- Entity_linking sameAs Q17012245.
- Entity_linking wasDerivedFrom Entity_linking?oldid=598994927.
- Entity_linking isPrimaryTopicOf Entity_linking.