SafeSpeech: Detecting Toxicity Across Conversations
Beyond message-level analysis to context-aware toxic language detection
SafeSpeech is a comprehensive platform that elevates toxic content detection from isolated messages to conversational context, addressing subtler forms of harassment and abuse.
Key Innovations:
- Bridges the gap between message-level and conversation-level toxicity detection
- Enables analysis of context-dependent harmful content that current systems miss
- Provides an interactive tool for researchers to advance toxic language detection
- Specifically identifies sexism, harassment, and abusive behavior in nuanced forms
Security Implications: By detecting subtle and contextual forms of toxicity, SafeSpeech enhances online safety and security measures for platforms where harmful behavior often evades current detection systems. This approach represents a critical advancement for protecting users from sophisticated forms of online harassment.