MicroNeel: Combining NLP Tools to Perform Named Entity Detection and Linking on Microposts

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28 août 2017

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OpenEdition Books

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OpenEdition

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https://creativecommons.org/licenses/by-nc-nd/4.0/ , info:eu-repo/semantics/openAccess




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Francesco Corcoglioniti et al., « MicroNeel: Combining NLP Tools to Perform Named Entity Detection and Linking on Microposts », Accademia University Press, ID : 10.4000/books.aaccademia.1948


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In this paper we present the MicroNeel system for Named Entity Recognition and Entity Linking on Italian microposts, which participated in the NEEL-IT task at EVALITA 2016. MicroNeel combines The Wiki Machine and Tint, two standard NLP tools, with comprehensive tweet preprocessing, the Twitter-DBpedia alignments from the Social Media Toolkit resource, and rule-based or supervised merging of produced annotations.

In questo articolo presentiamo il sistema MicroNeel per il riconoscimento e la disambiguazione di entità in micropost in lingua Italiana, con cui abbiamo partecipato al task NEEL-IT di EVALITA 2016. MicroNeel combina The Wiki Machine e Tint, due sistemi NLP standard, con un preprocessing esteso dei tweet, con gli allineamenti tra Twitter e DBpedia della risorsa Social Media Toolkit, e con un sistema di fusione delle annotazioni prodotte basato su regole o supervisionato.

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