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Language variety identification using distributed representations of words and documents

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Language variety identification using distributed representations of words and documents

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Franco Salvador, M.; Rangel, F.; Rosso, P.; Taulé, M.; Martí, MA. (2015). Language variety identification using distributed representations of words and documents. En Experimental IR Meets Multilinguality, Multimodality, and Interaction: 6th International Conference of the CLEF Association, CLEF'15, Toulouse, France, September 8-11, 2015, Proceedings. Springer International Publishing. 28-40. doi:10.1007/978-3-319-24027-5_3.

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Título: Language variety identification using distributed representations of words and documents
Autor:
Entidad UPV: Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació
Fecha difusión:
Resumen:
In this work we focus on the use of distributed representations of words and documents using the continuous Skip-gram model. We compare this model with three recent approaches: Information Gain Word-Patterns, TF-IDF graphs ...[+]
Palabras clave: Author profiling , Language variety identification , Distributed representations , Information Gain Word-Patterns , TF-IDF graphs , Emotion-labeled Graphs
Derechos de uso: Reserva de todos los derechos
ISBN: 978-3-319-24026-8
Fuente:
Experimental IR Meets Multilinguality, Multimodality, and Interaction: 6th International Conference of the CLEF Association, CLEF'15, Toulouse, France, September 8-11, 2015, Proceedings. (issn: 0302-9743 )
DOI: 10.1007/978-3-319-24027-5_3
Editorial:
Springer International Publishing
Versión del editor: http://link.springer.com/chapter/10.1007/978-3-319-24027-5_3
Serie: Lecture Notes in Computer Science;9283
Descripción: The final publication is available at Springer via http://dx.doi.org/10.1007/978-3-319-24027-5_3
Patrocinador:
European Commission WIQ-EI IRSES [269180]
European Commission DIANA - Finding Hidden Knowledge in Texts [TIN2012-38603-C02]
Autoritas Consulting SA
Spanish the Ministry of Economics, ECOPORTUNITY IPT-2012-1220-430000
Tipo: Capítulo de libro

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