Multilingual Hate Speech Classification

via “hate-speech-and-discrimination-detection”

Google's safety content classifiers built on Gemma.

Unique: Provides multi-dimensional categorization (hate speech type + target group) rather than binary classification, enabling granular moderation policies. Gemma's semantic understanding captures coded language and dog whistles beyond simple keyword matching.

vs others: More nuanced than regex-based slur filters because it understands context and coded language; more deployable than cloud APIs because it runs on-device with no external dependencies