Kyungwon Park

Span-guided detoxification may preserve intent but can leave harmful messages intact, while unguided methods risk over-modification—highlighting a critical trade-off in content moderation strategies.

Span-guided detoxification can either enhance or hinder meaning preservation, depending on the underlying model and context—revealing a nuanced landscape for multilingual safety measures.