Building a Social Media Adapted PoS Tagger Using FlexTag – A Case Study on Italian Tweets

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Horsmann, Tobias; Zesch, Torsten;
(2017)
  • Publisher: Accademia University Press
  • Related identifiers: doi: 10.4000/books.aaccademia.1960
  • Subject: linguistica computazionale | riconoscimento telefonico articolare | annotazione fattualità degli eventi | entità chiamata rEcognition e collegamenti nei tweet italiani | etichettare per messaggi social media | classificazione polarità sentimenti | linguistique computationelle | reconnaissance téléphonique articulatoire | annotation de facturation de l'événement | entité appelée rEcognition et liens dans le tweets italien | étiqueter les messages des médias sociaux | classement polarité sentiments | computational linguistics | articulatory phone recognition | event factuality annotation | named entity rEcognition and linking in italian tweets | tagging for italian social media texts | sentiment polarity classification | Linguistics | LAN009000 | CF

We present a detailed description of our submission to the PoSTWITA shared-task for PoS tagging of Italian social media text. We train a model based on FlexTag using only the provided training data and external resources like word clusters and a PoS dictionary which are... View more
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