Building Contextualised Moderation Classifier [GovTech Singapore]

18/11/2024 10 min

Listen "Building Contextualised Moderation Classifier [GovTech Singapore]"

Episode Synopsis

In this episode, we introduce GovTech Singapore and its reasons for tackling the content moderation problem. We discuss their innovative approach to building the moderation classifier, which involves using a consensus voting mechanism with existing commercial LLMs to improve labeling in the training dataset, providing a strong foundation for developing the machine learning model.
For more details, you can refer to their published tech blog, linked here for your reference: https://medium.com/dsaid-govtech/building-lionguard-a-contextualised-moderation-classifier-to-tackle-local-unsafe-content-8f68c8f13179