Entity disambiguation: The process of linking named entities to knowledge databases about them.Įntity linking is used to both improve search functions and user experience.End-to-end entity linking: The joint process of first analyzing and annotating entities within a text (named entity recognition) and engaging in entity disambiguation. ![]() Whereas entity annotation is the location and annotation of certain entities within a text, entity linking is the process of connecting those entities to larger repositories of data about them. Types of entity linking include: To help NLP models learn about named entities further, entity annotation is often paired with entity linking. In this task, annotators read the text thoroughly, locate the target entities, highlight them on the annotation platform and choose from a predetermined list of labels.
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