Language and Domain Independent Entity Linking with Quantified Collective Validation
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Tasks
Dependency ParsingEntity LinkingKnowledge Base PopulationNamed Entity Recognition (NER)Part-Of-Speech TaggingSimilar Papers 제목 키워드 기반
One for All: Towards Language Independent Named Entity Linking
Entity linking (EL) is the task of disambiguating mentions in text by associating them with entries in a predefined database of mentions (persons, organizations, etc). Most previous EL research has focused mainly on one …
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Neural entity linking models are very powerful, but run the risk of overfitting to the domain they are trained in. For this problem, a domain is characterized not just by genre of text but even by factors as specific as …
Entity LinkingEntity TypingNeural Entity Linking: A Survey of Models Based on Deep Learning
This survey presents a comprehensive description of recent neural entity linking (EL) systems developed since 2015 as a result of the "deep learning revolution" in natural language processing. Its goal is to systemize de…
Deep LearningEntity EmbeddingsEntity LinkingSurveyAn Unsupervised Language-Independent Entity Disambiguation Method and its Evaluation on the English and Persian Languages
Entity Linking is one of the essential tasks of information extraction and natural language understanding. Entity linking mainly consists of two tasks: recognition and disambiguation of named entities. Most studies addre…
Entity DisambiguationEntity LinkingNatural Language UnderstandingParsEL 1.0: Unsupervised Entity Linking in Persian Social Media Texts
In recent years, social media data has exponentially increased, which can be enumerated as one of the largest data repositories in the world. A large portion of this social media data is natural language text. However, t…
Entity Linking