Alejandro Mosquera at DETOXIS 2021: Deep Learning Approaches to Toxicity Detection in Spanish Social Media Texts
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This paper presents the system submitted to the DETOXIS 2021 challenge for detecting toxicity in Spanish social media texts. The chosen approach relies on an ensemble of different neural network architectures including thread and topic features as side information. For sub-task 1, we have also applied machine translation in order to reuse linguistic resources from other languages such as English. Our best submission scored 0.569 F1 in the test set, ranking 6th out of 31 competing teams.
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