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UR_NLP @ HaSpeeDe 2 at EVALITA 2020: Towards Robust Hate Speech Detection with Contextual Embeddings

Kruschwitz, Udo ; Hoffmann, Julia



Abstract

We describe our approach to addressTask A of the EVALITA 2020 Hate SpeechDetection (HaSpeeDe2) challenge.Wesubmitted two runs that are both based oncontextual embeddings – which we hadchosen due to their effectiveness in solvinga wide range of NLP problems. For ourbaseline run we use stacked embeddingsthat serve as features in a linear SVM. Oursecond run is a simple ...

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