Toxic Spans Detection

Toxic Spans Detection is a crucial task in the field of natural language processing, aiming to identify toxic segments within sentences. This task involves precisely locating and labeling phrases in text that contain aggressive, insulting, or inappropriate content, helping to filter and manage harmful information online, thereby enhancing the health and safety of online interactions. It is widely applied in social media monitoring, comment moderation, and content filtering systems.