Leveraging Real-Time User Actions to Personalize Etsy Ads

Etsy has introduced a novel, general approach to personalizing ML models based on encoding and learning from short-term (one-hour) sequences of user actions through a reusable three- component deep learning module, the adSformer Diversifiable Personalization Module (ADPM) We describe in detail our method in our recent paper.