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Detecting State of Aggression in Sentences Using CNN

2016; Springer Science+Business Media; Linguagem: Inglês

10.1007/978-3-319-43958-7_28

1611-3349

Denis Gordeev,

Sentiment Analysis and Opinion Mining

In this article we study verbal expression of aggression and its detection using machine learning and neural networks methods. We test our results using our corpora of messages from anonymous imageboards. We also compare Random forest classifier with convolutional neural network for "Movie reviews with one sentence per review" corpus.