{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,16]],"date-time":"2026-01-16T18:38:25Z","timestamp":1768588705804,"version":"3.49.0"},"publisher-location":"New York, New York, USA","reference-count":51,"publisher":"ACM Press","license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1145\/3178876.3186067","type":"proceedings-article","created":{"date-parts":[[2018,4,13]],"date-time":"2018-04-13T15:53:48Z","timestamp":1523634828000},"page":"1553-1562","source":"Crossref","is-referenced-by-count":91,"title":["Ad Hoc Table Retrieval using Semantic Similarity"],"prefix":"10.1145","author":[{"given":"Shuo","family":"Zhang","sequence":"first","affiliation":[{"name":"University of Stavanger, Stavanger, Norway"}]},{"given":"Krisztian","family":"Balog","sequence":"additional","affiliation":[{"name":"University of Stavanger, Stavanger, Norway"}]}],"member":"320","reference":[{"key":"key-10.1145\/3178876.3186067-1","doi-asserted-by":"crossref","unstructured":"Ahmad Ahmadov, Maik Thiele, Julian Eberius, Wolfgang Lehner, and Robert Wrembel. 2015. Towards a Hybrid Imputation Approach Using Web Tables.. In Proc. of BDC '15. 21--30.","DOI":"10.1109\/BDC.2015.38"},{"key":"key-10.1145\/3178876.3186067-2","unstructured":"Sreeram Balakrishnan, Alon Y. Halevy, Boulos Harb, Hongrae Lee, Jayant Madhavan, Afshin Rostamizadeh, Warren Shen, Kenneth Wilder, Fei Wu, and Cong Yu. 2015. Applying WebTables in Practice. In Proc. of CIDR '15."},{"key":"key-10.1145\/3178876.3186067-3","doi-asserted-by":"crossref","unstructured":"Krisztian Balog, Marc Bron, and Maarten De Rijke. 2011. Query modeling for entity search based on terms, categories, and examples. ACM Trans. Inf. Syst. 29, 4, Article 22 (Dec. 2011), 22:1--22:31 pages.","DOI":"10.1145\/2037661.2037667"},{"key":"key-10.1145\/3178876.3186067-4","doi-asserted-by":"crossref","unstructured":"Chandra Sekhar Bhagavatula, Thanapon Noraset, and Doug Downey. 2013. Methods for Exploring and Mining Tables on Wikipedia. In Proc. of IDEA '13. 18--26.","DOI":"10.1145\/2501511.2501516"},{"key":"key-10.1145\/3178876.3186067-5","doi-asserted-by":"crossref","unstructured":"Chandra Sekhar Bhagavatula, Thanapon Noraset, and Doug Downey. 2015. TabEL: Entity Linking in Web Tables. In Proc. of ISWC '15. 425--441.","DOI":"10.1007\/978-3-319-25007-6_25"},{"key":"key-10.1145\/3178876.3186067-6","unstructured":"Michael J. Cafarella, Alon Halevy, and Nodira Khoussainova. 2009. Data Integration for the Relational Web. Proc. of VLDB Endow. 2 (2009), 1090--1101."},{"key":"key-10.1145\/3178876.3186067-7","doi-asserted-by":"crossref","unstructured":"Michael J. Cafarella, Alon Halevy, and Jayant Madhavan. 2011. Structured Data on the Web. Commun. ACM 54 (2011), 72--79.","DOI":"10.1145\/1897816.1897839"},{"key":"key-10.1145\/3178876.3186067-8","unstructured":"Michael J. Cafarella, Alon Halevy, Daisy Zhe Wang, Eugene Wu, and Yang Zhang. 2008. Uncovering the Relational Web. In Proc. of WebDB '08."},{"key":"key-10.1145\/3178876.3186067-9","unstructured":"Michael J. Cafarella, Alon Halevy, Daisy Zhe Wang, Eugene Wu, and Yang Zhang. 2008. WebTables: Exploring the Power of Tables on the Web. Proc. of VLDB Endow. 1 (2008), 538--549."},{"key":"key-10.1145\/3178876.3186067-10","doi-asserted-by":"crossref","unstructured":"Jing Chen, Chenyan Xiong, and Jamie Callan. 2016. An Empirical Study of Learning to Rank for Entity Search. In Proc. of SIGIR '16. 737--740.","DOI":"10.1145\/2911451.2914725"},{"key":"key-10.1145\/3178876.3186067-11","doi-asserted-by":"crossref","unstructured":"Eric Crestan and Patrick Pantel. 2011. Web-scale Table Census and Classification. In Proc. of WSDM '11. 545--554.","DOI":"10.1145\/1935826.1935904"},{"key":"key-10.1145\/3178876.3186067-12","doi-asserted-by":"crossref","unstructured":"Anish Das Sarma, Lujun Fang, Nitin Gupta, Alon Halevy, Hongrae Lee, Fei Wu, Reynold Xin, and Cong Yu. 2012. Finding Related Tables. In Proc. of SIGMOD '12. 817--828.","DOI":"10.1145\/2213836.2213962"},{"key":"key-10.1145\/3178876.3186067-13","doi-asserted-by":"crossref","unstructured":"Xin Dong, Evgeniy Gabrilovich, Geremy Heitz, Wilko Horn, Ni Lao, Kevin Murphy, Thomas Strohmann, Shaohua Sun, and Wei Zhang. 2014. Knowledge Vault: A Web-scale Approach to Probabilistic Knowledge Fusion. In Proc. of KDD '14. 601--610.","DOI":"10.1145\/2623330.2623623"},{"key":"key-10.1145\/3178876.3186067-14","doi-asserted-by":"crossref","unstructured":"J.L. Fleiss and others. 1971. Measuring nominal scale agreement among many raters. Psychological Bulletin 76 (1971), 378--382.","DOI":"10.1037\/h0031619"},{"key":"key-10.1145\/3178876.3186067-15","doi-asserted-by":"crossref","unstructured":"Debasis Ganguly, Dwaipayan Roy, Mandar Mitra, and Gareth J.F. Jones. 2015. Word Embedding Based Generalized Language Model for Information Retrieval. In Proc. of SIGIR '15. 795--798.","DOI":"10.1145\/2766462.2767780"},{"key":"key-10.1145\/3178876.3186067-16","unstructured":"Kyle Yingkai Gao and Jamie Callan. 2017. Scientific Table Search Using Keyword Queries. CoRR abs\/1707.03423 (2017)."},{"key":"key-10.1145\/3178876.3186067-17","doi-asserted-by":"crossref","unstructured":"Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri, and Narayan Bhamidipati. 2015. Context- and Content-aware Embeddings for Query Rewriting in Sponsored Search. In Proc. of SIGIR '15. 383--392.","DOI":"10.1145\/2766462.2767709"},{"key":"key-10.1145\/3178876.3186067-18","doi-asserted-by":"crossref","unstructured":"Faegheh Hasibi, Krisztian Balog, Dar&#237;o Garigliotti, and Shuo Zhang. 2017. Nordlys: A Toolkit for Entity-Oriented and Semantic Search. In Proceedings of SIGIR '17. 1289--1292.","DOI":"10.1145\/3077136.3084149"},{"key":"key-10.1145\/3178876.3186067-19","doi-asserted-by":"crossref","unstructured":"Faegheh Hasibi, Fedor Nikolaev, Chenyan Xiong, Krisztian Balog, Svein Erik Bratsberg, Alexander Kotov, and Jamie Callan. 2017. DBpedia-Entity V2: A Test Collection for Entity Search. In Proc. of SIGIR '17. 1265--1268.","DOI":"10.1145\/3077136.3080751"},{"key":"key-10.1145\/3178876.3186067-20","doi-asserted-by":"crossref","unstructured":"Tom Kenter and Maarten de Rijke. 2015. Short Text Similarity with Word Embeddings. In Proc. of CIKM '15. 1411--1420.","DOI":"10.1145\/2806416.2806475"},{"key":"key-10.1145\/3178876.3186067-21","doi-asserted-by":"crossref","unstructured":"Oliver Lehmberg, Dominique Ritze, Petar Ristoski, Robert Meusel, Heiko Paulheim, and Christian Bizer. 2015. The Mannheim Search Join Engine. Web Semant. 35 (2015), 159--166.","DOI":"10.1016\/j.websem.2015.05.001"},{"key":"key-10.1145\/3178876.3186067-22","unstructured":"Girija Limaye, Sunita Sarawagi, and Soumen Chakrabarti. 2010. Annotating and Searching Web Tables Using Entities, Types and Relationships. Proc. of VLDB Endow. 3 (2010), 1338--1347."},{"key":"key-10.1145\/3178876.3186067-23","doi-asserted-by":"crossref","unstructured":"Tie-Yan Liu. 2011. Learning to Rank for Information Retrieval. Springer Berlin Heidelberg.","DOI":"10.1007\/978-3-642-14267-3"},{"key":"key-10.1145\/3178876.3186067-24","doi-asserted-by":"crossref","unstructured":"Craig Macdonald, Rodrygo L T Santos, and Iadh Ounis. 2012. On the Usefulness of Query Features for Learning to Rank. In Proc. of CIKM '12. 2559--2562.","DOI":"10.1145\/2396761.2398691"},{"key":"key-10.1145\/3178876.3186067-25","unstructured":"Jayant Madhavan, Loredana Afanasiev, Lyublena Antova, and Alon Y. Halevy. 2009. Harnessing the Deep Web: Present and Future. CoRR abs\/0909.1785 (2009)."},{"key":"key-10.1145\/3178876.3186067-26","unstructured":"Jarana Manotumruksa, Craig MacDonald, and Iadh Ounis. 2016. Modelling User Preferences using Word Embeddings for Context-Aware Venue Recommendation. CoRR abs\/1606.07828 (2016)."},{"key":"key-10.1145\/3178876.3186067-27","unstructured":"Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean. 2013. Distributed Representations of Words and Phrases and Their Compositionality. In Proc. of NIPS '13. 3111--3119."},{"key":"key-10.1145\/3178876.3186067-28","unstructured":"Bhaskar Mitra, Eric T. Nalisnick, Nick Craswell, and Rich Caruana. 2016. A Dual Embedding Space Model for Document Ranking. CoRR abs\/1602.01137 (2016)."},{"key":"key-10.1145\/3178876.3186067-29","doi-asserted-by":"crossref","unstructured":"Emir Munoz, Aidan Hogan, and Alessandra Mileo. 2014. Using Linked Data to Mine RDF from Wikipedia's Tables. In Proc. of WSDM '14. 533--542.","DOI":"10.1145\/2556195.2556266"},{"key":"key-10.1145\/3178876.3186067-30","doi-asserted-by":"crossref","unstructured":"Thanh Tam Nguyen, Quoc Viet Hung Nguyen, Weidlich Matthias, and Aberer Karl. 2015. Result Selection and Summarization for Web Table Search. In ISDE '15. 231--242.","DOI":"10.1109\/ICDE.2015.7113287"},{"key":"key-10.1145\/3178876.3186067-31","doi-asserted-by":"crossref","unstructured":"Paul Ogilvie and Jamie Callan. 2003. Combining Document Representations for Known-item Search. In Proc. of SIGIR '03. 143--150.","DOI":"10.1145\/860435.860463"},{"key":"key-10.1145\/3178876.3186067-32","doi-asserted-by":"crossref","unstructured":"Jeffrey Pennington, Richard Socher, and Christopher D Manning. 2014. GloVe: Global Vectors for Word Representation. In Proc. of EMNLP '14. 1532--1543.","DOI":"10.3115\/v1\/D14-1162"},{"key":"key-10.1145\/3178876.3186067-33","doi-asserted-by":"crossref","unstructured":"Bryan Perozzi, Rami Al-Rfou, and Steven Skiena. 2014. DeepWalk: Online Learning of Social Representations. In Proc. of KDD '14. 701--710.","DOI":"10.1145\/2623330.2623732"},{"key":"key-10.1145\/3178876.3186067-34","unstructured":"Rakesh Pimplikar and Sunita Sarawagi. 2012. Answering Table Queries on the Web Using Column Keywords. Proc. of VLDB Endow. 5 (2012), 908--919."},{"key":"key-10.1145\/3178876.3186067-35","doi-asserted-by":"crossref","unstructured":"Tao Qin, Tie-Yan Liu, Jun Xu, and Hang Li. 2010. LETOR: A Benchmark Collection for Research on Learning to Rank for Information Retrieval. Inf. Retr. 13, 4 (Aug 2010), 346--374.","DOI":"10.1007\/s10791-009-9123-y"},{"key":"key-10.1145\/3178876.3186067-36","doi-asserted-by":"crossref","unstructured":"Hadas Raviv, Oren Kurland, and David Carmel. 2016. Document Retrieval Using Entity-Based Language Models. In Proc. of SIGIR '16. 65--74.","DOI":"10.1145\/2911451.2911508"},{"key":"key-10.1145\/3178876.3186067-37","doi-asserted-by":"crossref","unstructured":"Petar Ristoski and Heiko Paulheim. 2016. RDF2vec: RDF Graph Embeddings for Data Mining. In Proc. of ISWC '16. 498--514.","DOI":"10.1007\/978-3-319-46523-4_30"},{"key":"key-10.1145\/3178876.3186067-38","doi-asserted-by":"crossref","unstructured":"Sunita Sarawagi and Soumen Chakrabarti. 2014. Open-domain Quantity Queries on Web Tables: Annotation, Response, and Consensus Models. In Proc. of KDD '14. 711--720.","DOI":"10.1145\/2623330.2623749"},{"key":"key-10.1145\/3178876.3186067-39","unstructured":"Yoones A. Sekhavat, Francesco Di Paolo, Denilson Barbosa, and Paolo Merialdo. 2014. Knowledge Base Augmentation using Tabular Data. In Proc. of LDOW '14."},{"key":"key-10.1145\/3178876.3186067-40","doi-asserted-by":"crossref","unstructured":"Jian Tang, Meng Qu, Mingzhe Wang, Ming Zhang, Jun Yan, and Qiaozhu Mei. 2015. LINE: Large-scale Information Network Embedding. In Proc. of WWW '15. 1067--1077.","DOI":"10.1145\/2736277.2741093"},{"key":"key-10.1145\/3178876.3186067-41","doi-asserted-by":"crossref","unstructured":"Stephen Tyree, Kilian Q Weinberger, Kunal Agrawal, and Jennifer Paykin. 2011. Parallel Boosted Regression Trees for Web Search Ranking. In Proc. of WWW '11. 387--396.","DOI":"10.1145\/1963405.1963461"},{"key":"key-10.1145\/3178876.3186067-42","unstructured":"Petros Venetis, Alon Halevy, Jayant Madhavan, Marius Pa&#351;ca, Warren Shen, Fei Wu, Gengxin Miao, and Chung Wu. 2011. Recovering Semantics of Tables on the Web. Proc. of VLDB Endow. 4 (2011), 528--538."},{"key":"key-10.1145\/3178876.3186067-43","doi-asserted-by":"crossref","unstructured":"Ivan Vuli&#263; and Marie-Francine Moens. 2015. Monolingual and Cross-Lingual Information Retrieval Models Based on (Bilingual) Word Embeddings. In Proc. of SIGIR '15. 363--372.","DOI":"10.1145\/2766462.2767752"},{"key":"key-10.1145\/3178876.3186067-44","doi-asserted-by":"crossref","unstructured":"Chenyan Xiong, Jamie Callan, and Tie-Yan Liu. 2017. Word-Entity Duet Representations for Document Ranking. In Proc. of SIGIR '17. 763--772.","DOI":"10.1145\/3077136.3080768"},{"key":"key-10.1145\/3178876.3186067-45","doi-asserted-by":"crossref","unstructured":"Mohamed Yakout, Kris Ganjam, Kaushik Chakrabarti, and Surajit Chaudhuri. 2012. InfoGather: Entity Augmentation and Attribute Discovery by Holistic Matching with Web Tables. In Proc. of SIGMOD '12. 97--108.","DOI":"10.1145\/2213836.2213848"},{"key":"key-10.1145\/3178876.3186067-46","doi-asserted-by":"crossref","unstructured":"Pengcheng Yin, Zhengdong Lu, Hang Li, and Ben Kao. 2016. Neural Enquirer: Learning to Query Tables in Natural Language. In Proc. of IJCAI '16. 2308--2314.","DOI":"10.18653\/v1\/W16-0105"},{"key":"key-10.1145\/3178876.3186067-47","doi-asserted-by":"crossref","unstructured":"Meihui Zhang and Kaushik Chakrabarti. 2013. InfoGather+: Semantic Matching and Annotation of Numeric and Time-varying Attributes in Web Tables. In Proc. of SIGMOD '13. 145--156.","DOI":"10.1145\/2463676.2465276"},{"key":"key-10.1145\/3178876.3186067-48","doi-asserted-by":"crossref","unstructured":"Shuo Zhang and Krisztian Balog. 2017. Design Patterns for Fusion-Based Object Retrieval. In Proc. of ECIR '17. 684--690.","DOI":"10.1007\/978-3-319-56608-5_66"},{"key":"key-10.1145\/3178876.3186067-49","doi-asserted-by":"crossref","unstructured":"Shuo Zhang and Krisztian Balog. 2017. EntiTables: Smart Assistance for EntityFocused Tables. In Proc. of SIGIR '17. 255--264.","DOI":"10.1145\/3077136.3080796"},{"key":"key-10.1145\/3178876.3186067-50","doi-asserted-by":"crossref","unstructured":"Guangyou Zhou, Tingting He, Jun Zhao, and Po Hu. 2015. Learning Continuous Word Embedding with Metadata for Question Retrieval in Community Question Answering. In Proc. of ACL '15. 250--259.","DOI":"10.3115\/v1\/P15-1025"},{"key":"key-10.1145\/3178876.3186067-51","unstructured":"Stefan Zwicklbauer, Christoph Einsiedler, Michael Granitzer, and Christin Seifert. 2013. Towards Disambiguating Web Tables. In Proc. of ISWC-PD '13. 205-- 208."}],"event":{"name":"the 2018 World Wide Web Conference","location":"Lyon, France","acronym":"WWW '18","number":"2018","sponsor":["SIGWEB, ACM Special Interest Group on Hypertext, Hypermedia, and Web","IW3C2, International World Wide Web Conference Committee"],"start":{"date-parts":[[2018,4,23]]},"end":{"date-parts":[[2018,4,27]]}},"container-title":["Proceedings of the 2018 World Wide Web Conference on World Wide Web - WWW '18"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3178876.3186067","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/dl.acm.org\/ft_gateway.cfm?id=3186067&ftid=1957365&dwn=1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T02:11:28Z","timestamp":1750212688000},"score":1,"resource":{"primary":{"URL":"http:\/\/dl.acm.org\/citation.cfm?doid=3178876.3186067"}},"subtitle":[],"proceedings-subject":"World Wide Web","short-title":[],"issued":{"date-parts":[[2018]]},"references-count":51,"URL":"https:\/\/doi.org\/10.1145\/3178876.3186067","relation":{},"subject":[],"published":{"date-parts":[[2018]]}}}