<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "Learning Relatedness Measures for Entity Linking"^^ . "Entity Linking is the task of detecting, in text documents, relevant mentions to entities of a given knowledge base. To this end, entity-linking algorithms use several signals and features extracted from the input text or from the knowl- edge base. The most important of such features is entity relatedness. Indeed, we argue that these algorithms benefit from maximizing the relatedness among the relevant enti- ties selected for annotation, since this minimizes errors in disambiguating entity-linking.\r\nThe definition of an e↵ective relatedness function is thus a crucial point in any entity-linking algorithm. In this paper we address the problem of learning high-quality entity relatedness functions. First, we formalize the problem of learning entity relatedness as a learning-to-rank problem. We propose a methodology to create reference datasets on the basis of manually annotated data. Finally, we show that our machine-learned entity relatedness function performs better than other relatedness functions previously proposed, and, more importantly, improves the overall performance of dif- ferent state-of-the-art entity-linking algorithms."^^ . "2013-10-28" . . . "ACM"^^ . . "ACM"^^ . . . . . . . . . . . . . . . . . . . . "Salvatore"^^ . "Orlando"^^ . "Salvatore Orlando"^^ . . "Claudio"^^ . "Lucchese"^^ . "Claudio Lucchese"^^ . . "Diego"^^ . "Ceccarelli"^^ . "Diego Ceccarelli"^^ . . "Salvatore"^^ . "Trani"^^ . "Salvatore Trani"^^ . . "Raffaele"^^ . "Perego"^^ . "Raffaele Perego"^^ . . . . "CIKM'13, 22nd ACM International Conference on Information and Knowledge Management "^^ . . . . . "San Francisco, CA, USA"^^ . . . . . . "Learning Relatedness Measures for Entity Linking (PDF)"^^ . . . "paper.pdf"^^ . . . "Learning Relatedness Measures for Entity Linking (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "Learning Relatedness Measures for Entity Linking (Other)"^^ . . . . . . "preview.jpg"^^ . . . "Learning Relatedness Measures for Entity Linking (Other)"^^ . . . . . . "medium.jpg"^^ . . . "Learning Relatedness Measures for Entity Linking (Other)"^^ . . . . . . "small.jpg"^^ . . "HTML Summary of #1890 \n\nLearning Relatedness Measures for Entity Linking\n\n" . "text/html" . . . "QA75 Electronic computers. Computer science"@en . . . "QA76 Computer software"@en . .