publication . Book . Part of book or chapter of book . 2017

FBK-NLP at NEEL-IT: Active Learning for Domain Adaptation

Anne-Lyse Minard; Mohammed R. H. Qwaider; Bernardo Magnini;
Open Access English
  • Published: 28 Aug 2017
  • Publisher: Accademia University Press
Abstract
In this paper we present the FBK-NLP system which participated to the NEEL-IT task at Evalita 2016. We co’ncentrated our work on domain adaptation of an existed Named Entity Recognition tool. Particularly, we created a new annotated corpus for the NEEL-IT task using an Active Learning method. Our system obtained the best results for the task of Named Entity Recognition, with an F1 of 0.516. In questo articolo descriviamo il sistema FBK-NLP con il quale abbiamo partecipato al task NEEL-IT a Evalita 2016. Ci siamo concentrati sull’adattamento di un sistema per il riconoscimento di entità al dominio dei tweets. In particolare, abbiamo creato un nuovo corpus usando ...
Subjects
free text keywords: 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, Active learning, Natural language processing, computer.software_genre, computer, Domain adaptation, Artificial intelligence, business.industry, business, Computer science
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publication . Book . Part of book or chapter of book . 2017

FBK-NLP at NEEL-IT: Active Learning for Domain Adaptation

Anne-Lyse Minard; Mohammed R. H. Qwaider; Bernardo Magnini;