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The Airbnb Tech Blog

Creative engineers and data scientists building a world where you can belong anywhere. http://airbnb.io

Listing Embeddings in Search Ranking

11 min readMar 13, 2018

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Background On Embeddings

Listing Embeddings

booking global context + market negatives optimization formula

What did Embeddings Learn?

Offline Evaluation of Listing Embeddings

Similar Listings using Embeddings

Real time personalization in Search using Embeddings

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The Airbnb Tech Blog
The Airbnb Tech Blog

Published in The Airbnb Tech Blog

Creative engineers and data scientists building a world where you can belong anywhere. http://airbnb.io

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