Building Contextualised Moderation Classifier [GovTech Singapore]

An episode of the Snacks Weekly on Data Science podcast, hosted by Pan Wu, titled "Building Contextualised Moderation Classifier [GovTech Singapore]" was published on November 18, 2024 and runs 10 minutes.

November 18, 2024 ·10m · Snacks Weekly on Data Science

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Summary

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

Episode Description

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

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