Machine Learning in Content Moderation at Etsy

Etsy leverages machine learning for content moderation to maintain a safe marketplace, using supervised learning to identify and remove policy violations. They rely heavily on community reporting and automated controls, processing multimodal signals from listings. Their model architecture includes BERT-based text encoders and Show more