This collection consists of ~20M web queries collected from ~650k users over three months.
The data is sorted by anonymous user ID and sequentially arranged.
Here at Google Research we have been using word n-gram models for a variety of R&D projects, such as statistical machine translation, speech recognition, spelling correction, entity detection, information extraction, and others. While such models have usu
X. Wang, Z. Wang, X. Han, W. Jiang, R. Han, Z. Liu, J. Li, P. Li, Y. Lin, and J. Zhou. Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), page 1652--1671. Online, Association for Computational Linguistics, (November 2020)
S. Wunderlich, M. Ring, D. Landes, and A. Hotho. International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019) - Seville, Spain, May 13-15, 2019, Proceedings, volume 951 of Advances in Intelligent Systems and Computing, page 14--24. Springer, (2019)
R. Snow, B. O'Connor, D. Jurafsky, and A. Ng. EMNLP '08: Proceedings of the Conference on Empirical Methods in Natural Language Processing, page 254--263. Morristown, NJ, USA, Association for Computational Linguistics, (2008)
A. Dulny, A. Hotho, and A. Krause. Machine Learning and Knowledge Discovery in Databases: Research Track, page 438--455. Cham, Springer Nature Switzerland, (2023)
A. Sinha, Z. Shen, Y. Song, H. Ma, D. Eide, B. Hsu, and K. Wang. Proceedings of the 24th International Conference on World Wide Web, page 243--246. Republic and Canton of Geneva, Switzerland, International World Wide Web Conferences Steering Committee, (2015)
J. Kamps, S. Geva, A. Trotman, A. Woodley, and M. Koolen. Advances in Focused Retrieval: 7th International Workshop of the Initiative for the Evaluation of XML Retrieval (INEX 2008), volume 5631 of LNCS, page 1--28. Springer Verlag, Berlin, Heidelberg, (2009)
A. McCallum, K. Nigam, and L. Ungar. KDD '00: Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, page 169--178. New York, NY, USA, ACM Press, (2000)
Y. Song, L. Zhang, and C. Giles. CIKM '08: Proceeding of the 17th ACM conference on Information and knowledge mining, page 93--102. New York, NY, USA, ACM, (2008)
F. Bogo, J. Romero, M. Loper, and M. Black. Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, page 3794--3801. Washington, DC, USA, IEEE Computer Society, (2014)
H. Zhang, A. Santos, and J. Freire. Proceedings of the 30th ACM International Conference on Information &$\mathsemicolon$ Knowledge Management, ACM, (October 2021)
K. Piczak. Proceedings of the 23rd ACM International Conference on Multimedia, page 1015–1018. New York, NY, USA, Association for Computing Machinery, (2015)
T. Liu, J. Xu, T. Qin, W. Xiong, and H. Li. SIGIR '07: Proceedings of the Learning to Rank workshop in the 30th annual international ACM SIGIR conference on Research and development in information retrieval, (2007)
O. Kashefi, and R. Hwa. Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020), page 200--208. Online, Association for Computational Linguistics, (November 2020)
N. Dehouche, and A. Wongkitrungrueng. Proceedings of ANZMAC 2018: The 20th Conference of the Australian and New Zealand Marketing Academy. Adelaide (Australia), page 3--5 December. (2018)
A. Dulny, A. Hotho, and A. Krause. Machine Learning and Knowledge Discovery in Databases: Research Track, page 438--455. Cham, Springer Nature Switzerland, (2023)
D. Schmidt, A. Zehe, J. Lorenzen, L. Sergel, S. Düker, M. Krug, and F. Puppe. Proceedings of the 5th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature, page 49--56. Punta Cana, Dominican Republic (online), Association for Computational Linguistics, (November 2021)
G. Gawriljuk, A. Harth, C. Knoblock, and P. Szekely. International Conference on Theory and Practice of Digital Libraries, volume 9819 of Lecture Notes in Computer Science, page 188-199. Springer, Springer, (2016)
B. Fetahu, U. Gadiraju, and S. Dietze. Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference, ISWC 2014, Riva del Garda, Italy, October 21, 2014., page 433--436. (2014)
J. Wobbrock, A. Wilson, and Y. Li. Proceedings of the 20th annual ACM symposium on User interface software and technology, page 159--168. New York, NY, USA, ACM, (2007)
Z. Yang, P. Qi, S. Zhang, Y. Bengio, W. Cohen, R. Salakhutdinov, and C. Manning. Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, page 2369--2380. Brussels, Belgium, Association for Computational Linguistics, (2018)
R. Bommasani, and C. Cardie. Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), page 8075--8096. Online, Association for Computational Linguistics, (November 2020)
M. Baroni, F. Chantree, A. Kilgarriff, and S. Sharoff. Proceedings of the Sixth International Conference on Language Resources and Evaluation (LREC'08), Marrakech, Morocco, European Language Resources Association (ELRA), (May 2008)
K. Jiang, D. Wu, and H. Jiang. Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers), page 318--323. (2019)
S. Petrovic, M. Osborne, and V. Lavrenko. Proceedings of the NAACL HLT Workshop on Computational Linguistics in a World of Social Media, page 25--26. (2010)
D. Schmidt, A. Zehe, J. Lorenzen, L. Sergel, S. Düker, M. Krug, and F. Puppe. Proceedings of the 5th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature, page 49--56. Punta Cana, Dominican Republic (online), Association for Computational Linguistics, (November 2021)
A. Dulny, A. Hotho, and A. Krause. Machine Learning and Knowledge Discovery in Databases: Research Track, page 438--455. Cham, Springer Nature Switzerland, (2023)
P. Wu, Y. Lee, H. Tseng, H. Ho, M. Yang, and S. Chien. 2017 IEEE International Symposium on Mixed and Augmented Reality (ISMAR-Adjunct), page 186-191. IEEE Computer Society, (2017)
J. Berant, A. Chou, R. Frostig, and P. Liang. Proceedings of the 2013 conference on empirical methods in natural language processing, page 1533--1544. (2013)
E. Kanemasu. (1994)Data set. Available on-line http://www.daac.ornl.gov from Oak Ridge National Laboratory Distributed Active Archive Center, Oak Ridge, Tennessee, U.S.A. doi:10.3334/ORNLDAAC/111. Also published in D. E. Strebel, D. R. Landis, K. F. Huemmrich, and B. W. Meeson (eds.), Collected Data of the First ISLSCP Field Experiment, Vol. 1: Surface Observations and Non-Image Data Sets. CD-ROM. National Aeronautics and Space Administration, Goddard Space Flight Center, Greenbelt, Maryland, U.S.A. (available from http://www.daac.ornl.gov)..