MultiHateLoc: Towards Temporal Localisation of Multimodal Hate Content in Online Videos

arXiv — cs.CVFriday, December 12, 2025 at 5:00:00 AM
  • The introduction of MultiHateLoc marks a significant advancement in the detection of multimodal hate speech in online videos, particularly on platforms like TikTok and YouTube. This framework addresses the critical challenge of temporal localisation, allowing for the identification of when hateful content appears within video streams, which has been largely overlooked in existing research.
  • This development is crucial as it enhances the ability to combat hate speech in a more precise manner, enabling content moderators and platforms to respond effectively to harmful content as it occurs, rather than only at the video level.
  • The rise of multimodal hate speech detection reflects a broader trend in artificial intelligence, where systems are increasingly required to understand and interpret complex, asynchronous data streams. This aligns with ongoing efforts in the field to improve content moderation tools, such as the MTikGuard system for TikTok, which also aims to ensure safer online environments.
— via World Pulse Now AI Editorial System

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