{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T05:51:27Z","timestamp":1777614687664,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":40,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,10,21]],"date-time":"2023-10-21T00:00:00Z","timestamp":1697846400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Italian Government"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,10,21]]},"DOI":"10.1145\/3583780.3615481","type":"proceedings-article","created":{"date-parts":[[2023,10,21]],"date-time":"2023-10-21T07:45:42Z","timestamp":1697874342000},"page":"4780-4786","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":5,"title":["Graph Learning for Exploratory Query Suggestions in an Instant Search System"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3898-7480","authenticated-orcid":false,"given":"Enrico","family":"Palumbo","sequence":"first","affiliation":[{"name":"Spotify, Turin, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-7194-4155","authenticated-orcid":false,"given":"Andreas","family":"Damianou","sequence":"additional","affiliation":[{"name":"Spotify, Cambridge, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8827-3780","authenticated-orcid":false,"given":"Alice","family":"Wang","sequence":"additional","affiliation":[{"name":"Spotify, New York, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8827-3780","authenticated-orcid":false,"given":"Alva","family":"Liu","sequence":"additional","affiliation":[{"name":"Spotify, Farsta, Sweden"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8833-8465","authenticated-orcid":false,"given":"Ghazal","family":"Fazelnia","sequence":"additional","affiliation":[{"name":"Spotify, New York, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9631-1799","authenticated-orcid":false,"given":"Francesco","family":"Fabbri","sequence":"additional","affiliation":[{"name":"Spotify, Barcelona, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-4953-7155","authenticated-orcid":false,"given":"Rui","family":"Ferreira","sequence":"additional","affiliation":[{"name":"Spotify, London, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7669-9055","authenticated-orcid":false,"given":"Fabrizio","family":"Silvestri","sequence":"additional","affiliation":[{"name":"Spotify, Rome, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2315-8268","authenticated-orcid":false,"given":"Hugues","family":"Bouchard","sequence":"additional","affiliation":[{"name":"Spotify, Barcelona, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9879-6470","authenticated-orcid":false,"given":"Claudia","family":"Hauff","sequence":"additional","affiliation":[{"name":"Spotify, Delft, Netherlands"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3531-3096","authenticated-orcid":false,"given":"Mounia","family":"Lalmas","sequence":"additional","affiliation":[{"name":"Spotify, London, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9538-047X","authenticated-orcid":false,"given":"Ben","family":"Carterette","sequence":"additional","affiliation":[{"name":"Spotify, Wilmington, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-2199-2631","authenticated-orcid":false,"given":"Praveen","family":"Chandar","sequence":"additional","affiliation":[{"name":"Spotify, Alexandria, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-3580-765X","authenticated-orcid":false,"given":"David","family":"Nyhan","sequence":"additional","affiliation":[{"name":"Spotify, New York, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2023,10,21]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management. 819--828","author":"Athukorala Kumaripaba","year":"2014","unstructured":"Kumaripaba Athukorala , Antti Oulasvirta , Dorota G\u0142owacka , Jilles Vreeken , and Giulio Jacucci . 2014 . Narrow or broad? Estimating subjective specificity in exploratory search . In Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management. 819--828 . Kumaripaba Athukorala, Antti Oulasvirta, Dorota G\u0142owacka, Jilles Vreeken, and Giulio Jacucci. 2014. Narrow or broad? Estimating subjective specificity in exploratory search. In Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management. 819--828."},{"key":"e_1_3_2_1_2_1","volume-title":"Current Trends in Database Technology-EDBT 2004 Workshops: EDBT 2004 Workshops PhD, DataX, PIM, P2P&DB, and ClustWeb","author":"Baeza-Yates Ricardo","year":"2005","unstructured":"Ricardo Baeza-Yates , Carlos Hurtado , and Marcelo Mendoza . 2005 . Query recommendation using query logs in search engines . In Current Trends in Database Technology-EDBT 2004 Workshops: EDBT 2004 Workshops PhD, DataX, PIM, P2P&DB, and ClustWeb , Heraklion, Crete, Greece, March 14--18 , 2004. Revised Selected Papers 9. Springer, 588--596. Ricardo Baeza-Yates, Carlos Hurtado, and Marcelo Mendoza. 2005. Query recommendation using query logs in search engines. In Current Trends in Database Technology-EDBT 2004 Workshops: EDBT 2004 Workshops PhD, DataX, PIM, P2P&DB, and ClustWeb, Heraklion, Crete, Greece, March 14--18, 2004. Revised Selected Papers 9. Springer, 588--596."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/1281192.1281204"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/1639714.1639729"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/347090.347176"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/2009916.2010023"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/1507509.1507518"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/1277741.1277784"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/1864708.1864721"},{"key":"e_1_3_2_1_10_1","volume-title":"Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805","author":"Devlin Jacob","year":"2018","unstructured":"Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2018 . Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018). Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018. Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018)."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/1719970.1719998"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2018.03.022"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939754"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1002\/asi.10256"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/775152.775191"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3271808"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/1135777.1135835"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313627"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539200"},{"key":"e_1_3_2_1_20_1","volume-title":"Graph Neural Networks: Foundations","author":"Ma Hehuan","unstructured":"Hehuan Ma , Yu Rong , and Junzhou Huang . 2022. Graph Neural Networks: Scalability . In Graph Neural Networks: Foundations , Frontiers, and Applications, Lingfei Wu, Peng Cui, Jian Pei, and Liang Zhao (Eds.). Springer Singapore , Singapore , 99--119. Hehuan Ma, Yu Rong, and Junzhou Huang. 2022. Graph Neural Networks: Scalability. In Graph Neural Networks: Foundations, Frontiers, and Applications, Lingfei Wu, Peng Cui, Jian Pei, and Liang Zhao (Eds.). Springer Singapore, Singapore, 99--119."},{"key":"e_1_3_2_1_21_1","volume-title":"Efficient and robust approximate nearest neighbor search using hierarchical navigable small world graphs","author":"Malkov Yu A","year":"2018","unstructured":"Yu A Malkov and Dmitry A Yashunin . 2018. Efficient and robust approximate nearest neighbor search using hierarchical navigable small world graphs . IEEE transactions on pattern analysis and machine intelligence, Vol. 42 , 4 ( 2018 ), 824--836. Yu A Malkov and Dmitry A Yashunin. 2018. Efficient and robust approximate nearest neighbor search using hierarchical navigable small world graphs. IEEE transactions on pattern analysis and machine intelligence, Vol. 42, 4 (2018), 824--836."},{"key":"e_1_3_2_1_22_1","volume-title":"Introduction to information retrieval","author":"Manning Christopher D","unstructured":"Christopher D Manning . 2008. Introduction to information retrieval . Syngress Publishing ,. Christopher D Manning. 2008. Introduction to information retrieval. Syngress Publishing,."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/1121949.1121979"},{"key":"e_1_3_2_1_24_1","volume-title":"Distributed representations of words and phrases and their compositionality. Advances in neural information processing systems","author":"Mikolov Tomas","year":"2013","unstructured":"Tomas Mikolov , Ilya Sutskever , Kai Chen , Greg S Corrado , and Jeff Dean . 2013. Distributed representations of words and phrases and their compositionality. Advances in neural information processing systems , Vol. 26 ( 2013 ). Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg S Corrado, and Jeff Dean. 2013. Distributed representations of words and phrases and their compositionality. Advances in neural information processing systems, Vol. 26 (2013)."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3470562"},{"key":"e_1_3_2_1_26_1","volume-title":"MS MARCO: A human generated machine reading comprehension dataset. In CoCo@ NIPs.","author":"Nguyen Tri","year":"2016","unstructured":"Tri Nguyen , Mir Rosenberg , Xia Song , Jianfeng Gao , Saurabh Tiwary , Rangan Majumder , and Li Deng . 2016 . MS MARCO: A human generated machine reading comprehension dataset. In CoCo@ NIPs. Tri Nguyen, Mir Rosenberg, Xia Song, Jianfeng Gao, Saurabh Tiwary, Rangan Majumder, and Li Deng. 2016. MS MARCO: A human generated machine reading comprehension dataset. In CoCo@ NIPs."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/3038462.3038465"},{"key":"e_1_3_2_1_28_1","volume-title":"Proceedings of the 28th International Conference on Computational Linguistics: Industry Track. 44--49","author":"Palumbo Enrico","year":"2020","unstructured":"Enrico Palumbo , Andrea Mezzalira , Cristina S\u00e1nchez-Marco , Alessandro Manzotti , and Daniele Amberti . 2020 a. Semantic Diversity for Natural Language Understanding Evaluation in Dialog Systems . In Proceedings of the 28th International Conference on Computational Linguistics: Industry Track. 44--49 . Enrico Palumbo, Andrea Mezzalira, Cristina S\u00e1nchez-Marco, Alessandro Manzotti, and Daniele Amberti. 2020a. Semantic Diversity for Natural Language Understanding Evaluation in Dialog Systems. In Proceedings of the 28th International Conference on Computational Linguistics: Industry Track. 44--49."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2020.113235"},{"key":"e_1_3_2_1_30_1","volume-title":"European semantic web conference","author":"Palumbo Enrico","unstructured":"Enrico Palumbo , Giuseppe Rizzo , Rapha\u00ebl Troncy , Elena Baralis , Michele Osella , and Enrico Ferro . 2018. Knowledge graph embeddings with node2vec for item recommendation . In European semantic web conference . Springer , 117--120. Enrico Palumbo, Giuseppe Rizzo, Rapha\u00ebl Troncy, Elena Baralis, Michele Osella, and Enrico Ferro. 2018. Knowledge graph embeddings with node2vec for item recommendation. In European semantic web conference. Springer, 117--120."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/1146847.1146848"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623732"},{"key":"e_1_3_2_1_33_1","volume-title":"Sentence-bert: Sentence embeddings using siamese bert-networks. arXiv preprint arXiv:1908.10084","author":"Reimers Nils","year":"2019","unstructured":"Nils Reimers and Iryna Gurevych . 2019 . Sentence-bert: Sentence embeddings using siamese bert-networks. arXiv preprint arXiv:1908.10084 (2019). Nils Reimers and Iryna Gurevych. 2019. Sentence-bert: Sentence embeddings using siamese bert-networks. arXiv preprint arXiv:1908.10084 (2019)."},{"key":"e_1_3_2_1_34_1","volume-title":"BPR: Bayesian personalized ranking from implicit feedback. arXiv preprint arXiv:1205.2618","author":"Rendle Steffen","year":"2012","unstructured":"Steffen Rendle , Christoph Freudenthaler , Zeno Gantner , and Lars Schmidt-Thieme . 2012 . BPR: Bayesian personalized ranking from implicit feedback. arXiv preprint arXiv:1205.2618 (2012). Steffen Rendle, Christoph Freudenthaler, Zeno Gantner, and Lars Schmidt-Thieme. 2012. BPR: Bayesian personalized ranking from implicit feedback. arXiv preprint arXiv:1205.2618 (2012)."},{"key":"e_1_3_2_1_35_1","volume-title":"a distilled version of BERT: smaller, faster, cheaper and lighter. arXiv preprint arXiv:1910.01108","author":"Sanh Victor","year":"2019","unstructured":"Victor Sanh , Lysandre Debut , Julien Chaumond , and Thomas Wolf . 2019. DistilBERT , a distilled version of BERT: smaller, faster, cheaper and lighter. arXiv preprint arXiv:1910.01108 ( 2019 ). Victor Sanh, Lysandre Debut, Julien Chaumond, and Thomas Wolf. 2019. DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter. arXiv preprint arXiv:1910.01108 (2019)."},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/2507157.2507160"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/3340531.3412741"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.5555\/1521589"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186068"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.2978386"}],"event":{"name":"CIKM '23: The 32nd ACM International Conference on Information and Knowledge Management","location":"Birmingham United Kingdom","acronym":"CIKM '23","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval"]},"container-title":["Proceedings of the 32nd ACM International Conference on Information and Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3583780.3615481","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3583780.3615481","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T16:36:54Z","timestamp":1750178214000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3583780.3615481"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10,21]]},"references-count":40,"alternative-id":["10.1145\/3583780.3615481","10.1145\/3583780"],"URL":"https:\/\/doi.org\/10.1145\/3583780.3615481","relation":{},"subject":[],"published":{"date-parts":[[2023,10,21]]},"assertion":[{"value":"2023-10-21","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}