Detecting Toxicity Triggers in Online Discussions

Hind Almerekhi
Hind Almerekhi
Joni Salminen
Joni Salminen

Proceedings of the 30th ACM Conference on Hypertext and Social Media, pp. 291-292, 2019.

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Keywords:
neural networks reddit social media toxicity trigger detection

Abstract:

Despite the considerable interest in the detection of toxic comments, there has been little research investigating the causes -- i.e., triggers -- of toxicity. In this work, we first propose a formal definition of triggers of toxicity in online communities. We proceed to build an LSTM neural network model using textual features of comment...More

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