Etsy
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Making Ads Count: Using MMoE and Auxiliary Tasks to Better Connect Buyers & Sellers

Our short summary of Etsy’s engineering write-up. The full story, with all the detail, is on their blog.

Read the full write-up on etsy.com (opens in a new tab)

Problem

Buyers struggled to find the right items and sellers couldn’t reach interested customers.

Solution

They added a Multigate Mixture of Experts architecture and used add‑to‑cart events as an extra training signal to better predict purchase intent and rank ads.

Want the architecture, code and numbers? They’re in the original post.

Read the full write-up on etsy.com (opens in a new tab)

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