Personalizing Airbnb search by learning from the guest journey

How we built a Transformer based sequence model that encodes years of guest behavior to surface the right listings at the right time. By: Daochen Zha , Chun How Tan , Xin Liu , Bin Xu , Han Zhao , Xiaowei Liu , Jun Shi , Tracy Yu , Hui Gao , Huiji Gao , Liwei He , Michael Kinoti , Stephanie Moyerman , and Sanjeev…

Daochen Zha ۸ دقیقه مطالعهمتن اصلی

How we built a Transformer-based sequence model that encodes years of guest behavior to surface the right listings at the right time.

A person soaring on a high rope swing attached to a wooden treehouse, with mountains and clouds in the background.

By: Daochen Zha, Chun How Tan, Xin Liu, Bin Xu, Han Zhao, Xiaowei Liu, Jun Shi, Tracy Yu, Hui Gao, Huiji Gao, Liwei He, Michael Kinoti, Stephanie Moyerman, and Sanjeev Katariya

Introduction

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