Preventhate.org | Policyinstitute.net Algorithms,Society The Role of Context in Detecting the Target of Hate Speech (ACL Anthology)

The Role of Context in Detecting the Target of Hate Speech (ACL Anthology)

“In this paper, we focus on detecting the target of hate speech in Dutch social media: whether a hateful Facebook comment is directed against migrants or not (i.e., against someone else). We manually annotate the relevant conversational context and investigate the effect of different aspects of context on performance when adding it to a Dutch transformer-based pre-trained language model, BERTje. We show that performance of the model can be significantly improved by integrating relevant contextual information.”

https://aclanthology.org/2022.trac-1.5/

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