4 papers
Reasoning-Aware Multimodal Fusion for Hateful Video Detection
Shuonan Yang, Tailin Chen, Jiangbei Yue +3
Hate speech in online videos is posing an increasingly serious threat to digital platforms, especially as video content becomes increasingly multimodal and context-dependent. Exist…
Training-Free and Interpretable Hateful Video Detection via Multi-stage Adversarial Reasoning
Shuonan Yang, Yuchen Zhang, Zeyu Fu
Hateful videos pose serious risks by amplifying discrimination, inciting violence, and undermining online safety. Existing training-based hateful video detection methods are constr…
Multimodal Hate Detection Using Dual-Stream Graph Neural Networks
Jiangbei Yue, Shuonan Yang, Tailin Chen +2
Hateful videos present serious risks to online safety and real-world well-being, necessitating effective detection methods. Although multimodal classification approaches integratin…
Revealing Temporal Label Noise in Multimodal Hateful Video Classification
Shuonan Yang, Tailin Chen, Rahul Singh +3
The rapid proliferation of online multimedia content has intensified the spread of hate speech, presenting critical societal and regulatory challenges. While recent work has advanc…