Multilingual Hate Speech Detection Using Semi-supervised Generative Adversarial Network
Khouloud Mnassri,
Reza Farahbakhsh,
Noel Crespi
Abstract:Online communication has overcome linguistic and cultural barriers, enabling global connection through social media platforms. However, linguistic variety introduced more challenges in tasks such as the detection of hate speech content. Although multiple NLP solutions were proposed using advanced machine learning techniques, data annotation scarcity is still a serious problem urging the need for employing semi-supervised approaches. This paper proposes an innovative solution-a multilingual Semi-Supervised mode… Show more
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