ELiRF-UPV at IberEval 2017: Classification Of Spanish Election Tweets (COSET)

نویسندگان

  • José-Ángel González
  • Ferran Plà
  • Lluís-Felip Hurtado
چکیده

This paper describes the participation of ELiRF-UPV team at Classification Of Spanish Election Tweets (COSET) task. We tested several approaches based on different classifiers and features representations. Our main approach is based on neural networks, concretely, Multilayer Perceptrons (MLP) with bag-of-words representation of the tweets. Our system achieved the best score on the test set of the COSET task with 64.82 of macro-F1.

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تاریخ انتشار 2017