Tweaking Word Embeddings for FAQ Ranking

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Fonseca, Erick R.; Magnolini, Simone; Feltracco, Anna; Qwaider, Mohammed R. H.; Magnini, Bernardo;
(2017)
  • Publisher: Accademia University Press
  • Related identifiers: doi: 10.4000/books.aaccademia.1981
  • 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 the system developed at FBK for the EVALITA 2016 Shared Task “QA4FAQ – Question Answering for Frequently Asked Questions”. A peculiar characteristic of this task is the total absence of training data, so we created a meaningful representation of the data usin... View more
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