Search Results for author: Khouloud Mnassri

Found 2 papers, 0 papers with code

Hate Speech and Offensive Language Detection using an Emotion-aware Shared Encoder

no code implementations17 Feb 2023 Khouloud Mnassri, Praboda Rajapaksha, Reza Farahbakhsh, Noel Crespi

The rise of emergence of social media platforms has fundamentally altered how people communicate, and among the results of these developments is an increase in online use of abusive content.

Hate Speech Detection

BERT-based Ensemble Approaches for Hate Speech Detection

no code implementations14 Sep 2022 Khouloud Mnassri, Praboda Rajapaksha, Reza Farahbakhsh, Noel Crespi

The experiments have shown good results especially the ensemble models, where stacking gave F1 score of 97% on Davidson dataset and aggregating ensembles 77% on the DHO dataset.

Hate Speech Detection Multi-Label Classification

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