{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,11]],"date-time":"2024-09-11T08:17:39Z","timestamp":1726042659291},"publisher-location":"Cham","reference-count":28,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030283735"},{"type":"electronic","value":"9783030283742"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-28374-2_2","type":"book-chapter","created":{"date-parts":[[2019,8,27]],"date-time":"2019-08-27T23:02:44Z","timestamp":1566946964000},"page":"13-25","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Query Error Correction Algorithm Based on Fusion Sequence to Sequence Model"],"prefix":"10.1007","author":[{"given":"Jianyong","family":"Duan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tianxiao","family":"Ji","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mingli","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hao","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,8,9]]},"reference":[{"issue":"Feb","key":"2_CR1","first-page":"1137","volume":"3","author":"Y Bengio","year":"2003","unstructured":"Bengio, Y., Ducharme, R., Vincent, P., Jauvin, C.: A neural probabilistic language model. J. Mach. Learn. Res. 3(Feb), 1137\u20131155 (2003)","journal-title":"J. Mach. Learn. Res."},{"key":"2_CR2","doi-asserted-by":"crossref","unstructured":"Brill, E., Moore, R.C.: An improved error model for noisy channel spelling correction. In: Proceedings of the 38th Annual Meeting on Association for Computational Linguistics, pp. 286\u2013293. Association for Computational Linguistics (2000)","DOI":"10.3115\/1075218.1075255"},{"key":"2_CR3","unstructured":"Chen, Q., Li, M., Zhou, M.: Improving query spelling correction using web search results. In: Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL) (2007)"},{"key":"2_CR4","unstructured":"Cucerzan, S., Brill, E.: Spelling correction as an iterative process that exploits the collective knowledge of web users. In: Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing (2004)"},{"issue":"3","key":"2_CR5","doi-asserted-by":"publisher","first-page":"171","DOI":"10.1145\/363958.363994","volume":"7","author":"FJ Damerau","year":"1964","unstructured":"Damerau, F.J.: A technique for computer detection and correction of spelling errors. Commun. ACM 7(3), 171\u2013176 (1964)","journal-title":"Commun. ACM"},{"issue":"Jul","key":"2_CR6","first-page":"2121","volume":"12","author":"J Duchi","year":"2011","unstructured":"Duchi, J., Hazan, E., Singer, Y.: Adaptive subgradient methods for online learning and stochastic optimization. J. Mach. Learn. Res. 12(Jul), 2121\u20132159 (2011)","journal-title":"J. Mach. Learn. Res."},{"key":"2_CR7","unstructured":"Ganjisaffar, Y., et al.: qSpell: spelling correction of web search queries using ranking models and iterative correction. In: Spelling Alteration for Web Search Workshop, p. 15 (2011)"},{"key":"2_CR8","unstructured":"Gao, J., Li, X., Micol, D., Quirk, C., Sun, X.: A large scale ranker-based system for search query spelling correction. In: Proceedings of the 23rd International Conference on Computational Linguistics, pp. 358\u2013366. Association for Computational Linguistics (2010)"},{"key":"2_CR9","unstructured":"Gulcehre, C., et al.: On using monolingual corpora in neural machine translation. arXiv preprint \n                      arXiv:1503.03535\n                      \n                     (2015)"},{"key":"2_CR10","doi-asserted-by":"crossref","unstructured":"Hagen, M., Potthast, M., Gohsen, M., Rathgeber, A., Stein, B.: A large-scale query spelling correction corpus. In: Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 1261\u20131264. ACM (2017)","DOI":"10.1145\/3077136.3080749"},{"key":"2_CR11","unstructured":"Hinton, G., Srivastava, N., Swersky, K.: Rmsprop: Divide the gradient by a running average of its recent magnitude. Neural Networks for Machine Learning, Coursera lecture 6e (2012)"},{"key":"2_CR12","doi-asserted-by":"crossref","unstructured":"Kernighan, M.D., Church, K.W., Gale, W.A.: A spelling correction program based on a noisy channel model. In: Proceedings of the 13th Conference on Computational Linguistics, vol. 2, pp. 205\u2013210. Association for Computational Linguistics (1990)","DOI":"10.3115\/997939.997975"},{"key":"2_CR13","unstructured":"Kingma, D.P., Ba, J.: Adam: a method for stochastic optimization. arXiv preprint \n                      arXiv:1412.6980\n                      \n                     (2014)"},{"key":"2_CR14","doi-asserted-by":"crossref","unstructured":"Li, M., Zhang, Y., Zhu, M., Zhou, M.: Exploring distributional similarity based models for query spelling correction. In: Proceedings of the 21st International Conference on Computational Linguistics and the 44th Annual Meeting of the Association for Computational Linguistics, pp. 1025\u20131032. Association for Computational Linguistics (2006)","DOI":"10.3115\/1220175.1220304"},{"key":"2_CR15","doi-asserted-by":"crossref","unstructured":"Li, Y., Duan, H., Zhai, C.: Cloudspeller: query spelling correction by using a Unified Hidden Markov model with web-scale resources. In: Proceedings of the 21st International Conference on World Wide Web, pp. 561\u2013562. ACM (2012)","DOI":"10.1145\/2187980.2188130"},{"key":"2_CR16","doi-asserted-by":"crossref","unstructured":"Li, Y., Duan, H., Zhai, C.: A generalized hidden Markov model with discriminative training for query spelling correction. In: Proceedings of the 35th international ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 611\u2013620. ACM (2012)","DOI":"10.1145\/2348283.2348365"},{"key":"2_CR17","unstructured":"Luec, G.: A data-driven approach for correcting search quaries. In: Spelling Alteration for Web Search Workshop, p. 6 (2011)"},{"key":"2_CR18","unstructured":"Mandt, S., Hoffman, M.D., Blei, D.M.: Stochastic gradient descent as approximate Bayesian inference. arXiv preprint \n                      arXiv:1704.04289\n                      \n                     (2017)"},{"issue":"5","key":"2_CR19","doi-asserted-by":"publisher","first-page":"517","DOI":"10.1016\/0306-4573(91)90066-U","volume":"27","author":"E Mays","year":"1991","unstructured":"Mays, E., Damerau, F.J., Mercer, R.L.: Context based spelling correction. Inf. Process. Manag. 27(5), 517\u2013522 (1991)","journal-title":"Inf. Process. Manag."},{"key":"2_CR20","unstructured":"Merity, S., Keskar, N.S., Socher, R.: Regularizing and optimizing LSTM language models. arXiv preprint \n                      arXiv:1708.02182\n                      \n                     (2017)"},{"key":"2_CR21","doi-asserted-by":"crossref","unstructured":"Radlinski, F., Joachims, T.: Query chains: learning to rank from implicit feedback. In: Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery in Data Mining, pp. 239\u2013248. ACM (2005)","DOI":"10.1145\/1081870.1081899"},{"key":"2_CR22","doi-asserted-by":"crossref","unstructured":"Sriram, A., Jun, H., Satheesh, S., Coates, A.: Cold fusion: training Seq2Seq models together with language models. arXiv preprint \n                      arXiv:1708.06426\n                      \n                     (2017)","DOI":"10.21437\/Interspeech.2018-1392"},{"key":"2_CR23","unstructured":"Sun, X., Gao, J., Micol, D., Quirk, C.: Learning phrase-based spelling error models from clickthrough data. In: Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, pp. 266\u2013274. Association for Computational Linguistics (2010)"},{"key":"2_CR24","unstructured":"Sutskever, I., Martens, J., Dahl, G., Hinton, G.: On the importance of initialization and momentum in deep learning. In: International Conference on Machine Learning, pp. 1139\u20131147 (2013)"},{"key":"2_CR25","doi-asserted-by":"crossref","unstructured":"Wang, K., Pedersen, J.: Review of MSR-Bing web scale speller challenge. In: Proceedings of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 1339\u20131340. ACM (2011)","DOI":"10.1145\/2009916.2010190"},{"key":"2_CR26","doi-asserted-by":"crossref","unstructured":"Whitelaw, C., Hutchinson, B., Chung, G.Y., Ellis, G.: Using the web for language independent spellchecking and autocorrection. In: Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2, vol. 2, pp. 890\u2013899. Association for Computational Linguistics (2009)","DOI":"10.3115\/1699571.1699629"},{"key":"2_CR27","unstructured":"Yang, Z., Dai, Z., Salakhutdinov, R., Cohen, W.W.: Breaking the softmax bottleneck: a high-rank RNN language model. arXiv preprint \n                      arXiv:1711.03953\n                      \n                     (2017)"},{"key":"2_CR28","unstructured":"Zhang, Y., He, P., Xiang, W., Li, M.: Discriminative reranking for spelling correction. In: Proceedings of the 20th Pacific Asia Conference on Language, Information and Computation, pp. 64\u201371 (2006)"}],"container-title":["Lecture Notes in Computer Science","Computational Collective Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-28374-2_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,27]],"date-time":"2019-08-27T23:06:16Z","timestamp":1566947176000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-28374-2_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030283735","9783030283742"],"references-count":28,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-28374-2_2","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"9 August 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICCCI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computational Collective Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Hendaye","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"France","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4 September 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6 September 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iccci2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/iccci.sigappfr.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}