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Named Entity Linking Based On Wikipedia
International Journal of Database Theory and Application, 2014In this paper, we present the ideas and methodologies on labeling the mentioned entities with the wiki dataset. This paper presents a system for the recognition and semantic disambiguation of named entities based on information extracted from a large encyclopedic collection from Wikipedia.
Yongbo Yu +3 more
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Word Embeddings for Unsupervised Named Entity Linking
2019The huge amount of textual user-generated content on the Web has incredibly grown in the last decade, creating new relevant opportunities for different real-world applications and domains. In particular, microblogging platforms enables the collection of continuously and instantly updated information.
Debora Nozza +3 more
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Crowdsourcing Named Entity Recognition and Entity Linking Corpora
2017This chapter describes our experience with crowdsourcing a corpus containing named entity annotations and their linking to DBpedia. The corpus consists of around 10,000 tweets and is still growing, as new social media content is added. We first define the methodological framework for crowdsourcing entity annotated corpora, which combines expert-based ...
Kalina Bontcheva +2 more
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JRC-Names: Multilingual entity name variants and titles as Linked Data [PDF]
Semantic Web, 2016 Since 2004 the European Commission’s Joint Research Centre (JRC) has been analysing the online version of printed media in over twenty languages and has automatically recognised and compiled large amounts of named entities (persons and organisations) and their many name variants.
Ehrmann, Maud +2 more
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Arabic named entity disambiguation using linked open data
2016 7th International Conference on Information and Communication Systems (ICICS), 2016This research aims at tackling the problem of Arabic Named-Entity Disambiguation (ANED) through an enhanced approach of information extraction from Arabic Wikipedia and Linked Open Data (LOD). The approach uses query label expansion and text similarity techniques to disambiguate entities of the types: person, location, and organization.
Omar Al-Qawasmeh +2 more
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Graph-Based Named Entity Linking with Wikipedia
2011Named entity linking (NEL) grounds entity mentions to their corresponding Wikipedia article. State-of-the-art supervised NEL systems use features over the rich Wikipedia document and link-graph structure. Graph-based measures have been effective over WordNet for word sense disambiguation (WSD).
Ben Hachey +2 more
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GERBIL – Benchmarking Named Entity Recognition and Linking consistently
Semantic Web, 2018The ability to compare systems from the same domain is of central importance for their introduction into complex applications. In the domains of named entity recognition and entity linking, the large number of systems and their orthogonal evaluation w.r.t.
Röder, Michael +2 more
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A Survey of Named Entity Disambiguation in Entity Linking
2023 3rd International Conference on Intelligent Communications and Computing (ICC), 2023Shuang Duan +3 more
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Automating Benchmark Generation for Named Entity Recognition and Entity Linking
2023Katerina Papantoniou +2 more
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NILINKER: Attention-based approach to NIL Entity Linking
Journal of Biomedical Informatics, 2022Pedro Ruas, Francisco M Couto
exaly