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3 papers · 1 filter
Automatic Text Summarization Approaches to Speed up Topic Model Learning Process
Mohamed Morchid, Juan-Manuel Torres-Moreno, Richard Dufour +2
The number of documents available into Internet moves each day up. For this reason, processing this amount of information effectively and expressibly becomes a major concern for co…
Algorithmes de classification et d'optimisation: participation du LIA/ADOC á DEFT'14
Luis Adrián Cabrera-Diego, Stéphane Huet, Bassam Jabaian +4
This year, the DEFT campaign (Défi Fouilles de Textes) incorporates a task which aims at identifying the session in which articles of previous TALN conferences were presented. We d…
Efficient Social Network Multilingual Classification using Character, POS n-grams and Dynamic Normalization
Carlos-Emiliano González-Gallardo, Juan-Manuel Torres-Moreno, Azucena Montes Rendón +1
In this paper we describe a dynamic normalization process applied to social network multilingual documents (Facebook and Twitter) to improve the performance of the Author profiling…