Airbnb Search Papers

Grbovic, Mihajlo, and Haibin Cheng. “Real-time personalization using embeddings for search ranking at airbnb.” Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. 2018. [blog 1, blog 2]

Haldar, Malay, et al. “Applying deep learning to airbnb search.” Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. 2019.

Haldar, Malay, et al. “Improving deep learning for airbnb search.” Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. 2020.

Abdool, Mustafa, et al. “Managing diversity in airbnb search.” Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. 2020.

Dense Retriever for Salient Phrase

Zhang, Kai, et al. “LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval.” arXiv preprint arXiv:2208.13661 (2022).

Sciavolino, Christopher, et al. “Simple entity-centric questions challenge dense retrievers.” arXiv preprint arXiv:2109.08535 (2021).

Chen, Xilun, et al. “Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?.” arXiv preprint arXiv:2110.06918 (2021).