11 mai 2021
https://creativecommons.org/licenses/by-nc-nd/4.0/ , info:eu-repo/semantics/openAccess
dos S.R. da Silva Adriano et al., « No Place For Hate Speech @ HaSpeeDe 2: Ensemble to Identify Hate Speech in Italian », Accademia University Press, ID : 10.4000/books.aaccademia.7027
In this article, we present the results of applying a Stacking Ensemble method to the problem of hate speech classification proposed in the main task of HaSpeeDe 2 at EVALITA 2020. The model was then compared to a Logistic Regression classifier, along with two other benchmarks defined by the competition’s organising committee (an SVM with a linear kernel and a majority class classifier). Results showed our Ensemble to outperform the benchmarks to various degrees, both when testing in the same domain as training and in a different domain.