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- Entity_linking abstract "In natural language processing, entity linking, named entity disambiguation (NED), named entity recognition and disambiguation (NERD) 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. Kulkarni et al. exploited the common property that topically coherent documents refer to entities belonging to strongly related types. 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.Another aspect is author name disambiguation in digital libraries where the goal is to cluster and link the same authors both in papers and in citations together. 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 wikiPageLength "4409".
- Entity_linking wikiPageOutDegree "20".
- Entity_linking wikiPageRevisionID "681211855".
- Entity_linking wikiPageWikiLink Algorithm.
- Entity_linking wikiPageWikiLink Ambiguity.
- Entity_linking wikiPageWikiLink Anchor_text.
- Entity_linking wikiPageWikiLink Category:Natural_language_processing.
- Entity_linking wikiPageWikiLink Explicit_semantic_analysis.
- Entity_linking wikiPageWikiLink Information_extraction.
- Entity_linking wikiPageWikiLink Information_retrieval.
- Entity_linking wikiPageWikiLink Knowledge_base.
- Entity_linking wikiPageWikiLink Linked_data.
- Entity_linking wikiPageWikiLink NIST.
- Entity_linking wikiPageWikiLink Named-entity_recognition.
- Entity_linking wikiPageWikiLink Named_entity_recognition.
- Entity_linking wikiPageWikiLink National_Institute_of_Standards_and_Technology.
- Entity_linking wikiPageWikiLink Natural_language_processing.
- Entity_linking wikiPageWikiLink Record_linkage.
- Entity_linking wikiPageWikiLink Reference.
- Entity_linking wikiPageWikiLink Semantic_Web.
- Entity_linking wikiPageWikiLink Semantic_web.
- Entity_linking wikiPageWikiLink Statistical_classification.
- Entity_linking wikiPageWikiLink Supervised_learning.
- Entity_linking wikiPageWikiLink Test_set.
- Entity_linking wikiPageWikiLink Training_set.
- Entity_linking wikiPageWikiLink Wikipedia.
- Entity_linking wikiPageWikiLink Word-sense_disambiguation.
- Entity_linking wikiPageWikiLink Word_sense_disambiguation.
- Entity_linking wikiPageWikiLinkText "Entity linking".
- Entity_linking wikiPageWikiLinkText "Named entity disambiguation".
- Entity_linking wikiPageWikiLinkText "cross-linking them to Wikipedia".
- Entity_linking wikiPageWikiLinkText "entity linking".
- Entity_linking hasPhotoCollection Entity_linking.
- Entity_linking wikiPageUsesTemplate Template:Compu-AI-stub.
- Entity_linking wikiPageUsesTemplate Template:Reflist.
- Entity_linking subject Category:Natural_language_processing.
- Entity_linking hypernym Task.
- Entity_linking type Agent.
- Entity_linking type Genre.
- Entity_linking type TopicalConcept.
- Entity_linking type Application.
- Entity_linking type Concept.
- Entity_linking type Thing.
- Entity_linking type Q188451.
- Entity_linking comment "In natural language processing, entity linking, named entity disambiguation (NED), named entity recognition and disambiguation (NERD) 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=681211855.
- Entity_linking isPrimaryTopicOf Entity_linking.