{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,16]],"date-time":"2026-02-16T20:50:04Z","timestamp":1771275004299,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":18,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,8,20]],"date-time":"2020-08-20T00:00:00Z","timestamp":1597881600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,8,23]]},"DOI":"10.1145\/3394486.3403345","type":"proceedings-article","created":{"date-parts":[[2020,8,20]],"date-time":"2020-08-20T23:03:55Z","timestamp":1597964635000},"page":"2952-2960","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":21,"title":["Managing Diversity in Airbnb Search"],"prefix":"10.1145","author":[{"given":"Mustafa","family":"Abdool","sequence":"first","affiliation":[{"name":"Airbnb.com, San Francisco, CA, USA"}]},{"given":"Malay","family":"Haldar","sequence":"additional","affiliation":[{"name":"Airbnb.com, San Francisco, CA, USA"}]},{"given":"Prashant","family":"Ramanathan","sequence":"additional","affiliation":[{"name":"Airbnb.com, San Francisco, CA, USA"}]},{"given":"Tyler","family":"Sax","sequence":"additional","affiliation":[{"name":"Airbnb.com, San Francisco, CA, USA"}]},{"given":"Lanbo","family":"Zhang","sequence":"additional","affiliation":[{"name":"Airbnb.com, San Francisco, CA, USA"}]},{"given":"Aamir","family":"Manaswala","sequence":"additional","affiliation":[{"name":"Airbnb.com, San Francisco, CA, USA"}]},{"given":"Lynn","family":"Yang","sequence":"additional","affiliation":[{"name":"Airbnb.com, San Francisco, CA, USA"}]},{"given":"Bradley","family":"Turnbull","sequence":"additional","affiliation":[{"name":"Airbnb.com, San Francisco, CA, USA"}]},{"given":"Qing","family":"Zhang","sequence":"additional","affiliation":[{"name":"Airbnb.com, San Francisco, CA, USA"}]},{"given":"Thomas","family":"Legrand","sequence":"additional","affiliation":[{"name":"Airbnb.com, San Francisco, CA, USA"}]}],"member":"320","published-online":{"date-parts":[[2020,8,20]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/3209978.3209985"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/3341981.3344218"},{"key":"e_1_3_2_1_3_1","volume-title":"Neural machine translation by jointly learning to align and translate. arXiv preprint arXiv:1409.0473","author":"Bahdanau Dzmitry","year":"2014","unstructured":"Dzmitry Bahdanau , Kyunghyun Cho , and Yoshua Bengio . 2014. Neural machine translation by jointly learning to align and translate. arXiv preprint arXiv:1409.0473 ( 2014 ). Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio. 2014. Neural machine translation by jointly learning to align and translate. arXiv preprint arXiv:1409.0473 (2014)."},{"key":"e_1_3_2_1_4_1","volume-title":"Xiyang Luo, Alan Mackey, and Ofer Meshi.","author":"Bello Irwan","year":"2018","unstructured":"Irwan Bello , Sayali Kulkarni , Sagar Jain , Craig Boutilier , Ed Chi, Elad Eban , Xiyang Luo, Alan Mackey, and Ofer Meshi. 2018 . Seq2Slate: Re-ranking and Slate Optimization with RNNs . arxiv: 1810.02019 [cs.IR] Irwan Bello, Sayali Kulkarni, Sagar Jain, Craig Boutilier, Ed Chi, Elad Eban, Xiyang Luo, Alan Mackey, and Ofer Meshi. 2018. Seq2Slate: Re-ranking and Slate Optimization with RNNs. arxiv: 1810.02019 [cs.IR]"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/361002.361007"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273513"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/290941.291025"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/1390334.1390446"},{"key":"e_1_3_2_1_9_1","volume-title":"Rozenberg G., B\u00e4ck T., Kok J.N. (eds) Handbook of Natural Computing","author":"Thompson J.M","unstructured":"Thompson J.M Dowsland K.A. 2012. Simulated Annealing . In: Rozenberg G., B\u00e4ck T., Kok J.N. (eds) Handbook of Natural Computing . Springer, Berlin, Heidelberg . Springer , Berlin, Heidelberg. Thompson J.M Dowsland K.A. 2012. Simulated Annealing. In: Rozenberg G., B\u00e4ck T., Kok J.N. (eds) Handbook of Natural Computing. Springer, Berlin, Heidelberg. Springer, Berlin, Heidelberg."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330658"},{"key":"e_1_3_2_1_11_1","volume-title":"Long short-term memory. Neural computation","author":"Hochreiter Sepp","year":"1997","unstructured":"Sepp Hochreiter and J\u00fcrgen Schmidhuber . 1997. Long short-term memory. Neural computation , Vol. 9 , 8 ( 1997 ), 1735--1780. Sepp Hochreiter and J\u00fcrgen Schmidhuber. 1997. Long short-term memory. Neural computation, Vol. 9, 8 (1997), 1735--1780."},{"key":"e_1_3_2_1_12_1","volume-title":"Mustafa Abdool and Junshuo Liao","author":"Tyler Sax Lanbo Zhang Prashant Ramanathan","year":"2020","unstructured":"Prashant Ramanathan Tyler Sax Lanbo Zhang Aamir Manasawala Shulin Yang Bradley Turnbull Malay Haldar , Mustafa Abdool and Junshuo Liao . 2020 . Improving Deep Learning for Airbnb Search . Prashant Ramanathan Tyler Sax Lanbo Zhang Aamir Manasawala Shulin Yang Bradley Turnbull Malay Haldar, Mustafa Abdool and Junshuo Liao. 2020. Improving Deep Learning for Airbnb Search."},{"key":"e_1_3_2_1_13_1","unstructured":"Jan Overgoor Maxim Charkov Riley Newman. 2013. Location Relevance at Airbnb. https:\/\/medium.com\/airbnb-engineering\/location-relevance-at-airbnb-12c004247b07  Jan Overgoor Maxim Charkov Riley Newman. 2013. Location Relevance at Airbnb. https:\/\/medium.com\/airbnb-engineering\/location-relevance-at-airbnb-12c004247b07"},{"key":"e_1_3_2_1_14_1","unstructured":"Tomas Mikolov Ilya Sutskever Kai Chen Greg S Corrado and Jeff Dean. 2013. Distributed representations of words and phrases and their compositionality. In Advances in neural information processing systems. 3111--3119.  Tomas Mikolov Ilya Sutskever Kai Chen Greg S Corrado and Jeff Dean. 2013. Distributed representations of words and phrases and their compositionality. In Advances in neural information processing systems. 3111--3119."},{"key":"e_1_3_2_1_15_1","volume-title":"An analysis of approximations for maximizing submodular set functions-I. Mathematical programming","author":"Nemhauser George L","year":"1978","unstructured":"George L Nemhauser , Laurence A Wolsey , and Marshall L Fisher . 1978. An analysis of approximations for maximizing submodular set functions-I. Mathematical programming , Vol. 14 , 1 ( 1978 ), 265--294. George L Nemhauser, Laurence A Wolsey, and Marshall L Fisher. 1978. An analysis of approximations for maximizing submodular set functions-I. Mathematical programming, Vol. 14, 1 (1978), 265--294."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959171"},{"key":"e_1_3_2_1_17_1","first-page":"I","article-title":"Attention is All you Need","volume":"30","author":"Vaswani Ashish","year":"2017","unstructured":"Ashish Vaswani , Noam Shazeer , Niki Parmar , Jakob Uszkoreit , Llion Jones , Aidan N Gomez , \u0141 ukasz Kaiser, and Illia Polosukhin . 2017 . Attention is All you Need . In Advances in Neural Information Processing Systems 30 , I . Guyon, U. V. Luxburg, S. Bengio, H. Wallach, R. Fergus, S. Vishwanathan, and R. Garnett (Eds.). Curran Associates, Inc., 5998--6008. http:\/\/papers.nips.cc\/paper\/7181-attention-is-all-you-need.pdf Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, \u0141 ukasz Kaiser, and Illia Polosukhin. 2017. Attention is All you Need. In Advances in Neural Information Processing Systems 30, I. Guyon, U. V. Luxburg, S. Bengio, H. Wallach, R. Fergus, S. Vishwanathan, and R. Garnett (Eds.). Curran Associates, Inc., 5998--6008. http:\/\/papers.nips.cc\/paper\/7181-attention-is-all-you-need.pdf","journal-title":"Advances in Neural Information Processing Systems"},{"key":"e_1_3_2_1_18_1","volume-title":"How to Use t-SNE Effectively. Distill","author":"Wattenberg Martin","year":"2016","unstructured":"Martin Wattenberg , Fernanda Vi\u00e9gas , and Ian Johnson . 2016. How to Use t-SNE Effectively. Distill ( 2016 ). https:\/\/doi.org\/10.23915\/distill.00002 10.23915\/distill.00002 Martin Wattenberg, Fernanda Vi\u00e9gas, and Ian Johnson. 2016. How to Use t-SNE Effectively. Distill (2016). https:\/\/doi.org\/10.23915\/distill.00002"}],"event":{"name":"KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","location":"Virtual Event CA USA","acronym":"KDD '20","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"]},"container-title":["Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery &amp; Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3394486.3403345","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3394486.3403345","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T21:31:29Z","timestamp":1750195889000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3394486.3403345"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,8,20]]},"references-count":18,"alternative-id":["10.1145\/3394486.3403345","10.1145\/3394486"],"URL":"https:\/\/doi.org\/10.1145\/3394486.3403345","relation":{},"subject":[],"published":{"date-parts":[[2020,8,20]]},"assertion":[{"value":"2020-08-20","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}