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Comparing Deep-Learning Architectures and Traditional Machine-Learning Approaches for Satire Identification in Spanish Tweets

Óscar Apolinario-Arzube, José Antonio García-Díaz, José Medina-Moreira, Harry Luna-Aveiga, Rafael Valencia-García
2020 Mathematics  
Automatic satire identification can help to identify texts in which the intended meaning differs from the literal meaning, improving tasks such as sentiment analysis, fake news detection or natural-language  ...  For this, the state-of-the-art relies on neural networks fed with word embeddings that are capable of learning interesting characteristics regarding the way humans communicate.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/math8112075 doaj:b51bf8fa62114428b4085d8d27ef4f3b fatcat:zdvkhyavbjgqxppwke4ufx3m7m