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Airbnb Inc.
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Aggregating user signals based on geographic proximity can significantly boost booking rates for first-time users while ensuring privacy compliance.
JourneyFormer transforms Airbnb's search ranking by effectively modeling complex guest journeys, leading to substantial gains in business performance.
Airbnb's new search architecture carves the world into 25 million cells and uses extreme classification to predict which ones a user is most likely to book from, boosting retrieval precision.
