{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,24]],"date-time":"2026-07-24T10:15:21Z","timestamp":1784888121504,"version":"3.55.0"},"publisher-location":"New York, NY, USA","reference-count":26,"publisher":"ACM","license":[{"start":{"date-parts":[[2013,10,27]],"date-time":"2013-10-27T00:00:00Z","timestamp":1382832000000},"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":[[2013,10,27]]},"DOI":"10.1145\/2505515.2505665","type":"proceedings-article","created":{"date-parts":[[2013,11,6]],"date-time":"2013-11-06T19:30:29Z","timestamp":1383766229000},"page":"2333-2338","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1177,"title":["Learning deep structured semantic models for web search using clickthrough data"],"prefix":"10.1145","author":[{"given":"Po-Sen","family":"Huang","sequence":"first","affiliation":[{"name":"University of Illinois at Urbana-Champaign, Urbana, IL, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaodong","family":"He","sequence":"additional","affiliation":[{"name":"Microsoft Research, Redmond, WA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jianfeng","family":"Gao","sequence":"additional","affiliation":[{"name":"Microsoft Research, Redmond, WA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Li","family":"Deng","sequence":"additional","affiliation":[{"name":"Microsoft Research, Redmond, WA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alex","family":"Acero","sequence":"additional","affiliation":[{"name":"Microsoft Research, Redmond, WA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Larry","family":"Heck","sequence":"additional","affiliation":[{"name":"Microsoft Research, Redmond, WA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2013,10,27]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1561\/2200000006"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","unstructured":"Blei D. M. Ng A. Y. and Jordan M. J. 2003. \"Latent Dirichlet allocation.\" In JMLR vol. 3.","DOI":"10.5555\/944919.944937"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","unstructured":"Burges C. Shaked T. Renshaw E. Lazier A. Deeds M. Hamilton and Hullender G. 2005. \"Learning to rank using gradient descent.\" In ICML. 10.1145\/1102351.1102363","DOI":"10.1145\/1102351.1102363"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","unstructured":"Collobert R. Weston J. Bottou L. Karlen M. Kavukcuoglu K. and Kuksa P. 2011. \"Natural language processing (almost) from scratch.\" in JMLR vol. 12.","DOI":"10.5555\/1953048.2078186"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2011.2134090"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"crossref","unstructured":"Deng L. He X. and Gao J. 2013. \"Deep stacking networks for information retrieval.\" In ICASSP","DOI":"10.1109\/ICASSP.2013.6638239"},{"key":"e_1_3_2_1_8_1","unstructured":"Dumais S. T. Letsche T. A. Littman M. L. and Landauer T. K. 1997. \"Automatic cross-linguistic information retrieval using latent semantic indexing.\" In AAAI-97 Spring Sympo-sium Series: Cross-Language Text and Speech Retrieval."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","unstructured":"Gao J. He X. and Nie J-Y. 2010. \"Clickthrough-based translation models for web search: from word models to phrase models.\" In CIKM. 10.1145\/1871437.1871582","DOI":"10.1145\/1871437.1871582"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","unstructured":"Gao J. Toutanova K. Yih. W-T. 2011. \"Clickthrough-based latent semantic models for web search.\" In SIGIR. 10.1145\/2009916.2010007","DOI":"10.1145\/2009916.2010007"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","unstructured":"Gao J. Yuan W. Li X. Deng K. and Nie J-Y. 2009. \"Smoothing clickthrough data for web search ranking.\" In SIGIR. 10.1145\/1571941.1572003","DOI":"10.1145\/1571941.1572003"},{"key":"e_1_3_2_1_12_1","volume-title":"IEEE Sig. Proc. Mag.","author":"He X.","unstructured":"He, X., Deng, L., and Chou, W., 2008. \"Discriminative learning in sequential pattern recognition,\" Sept. IEEE Sig. Proc. Mag."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","unstructured":"Heck L. Konig Y. Sonmez M. K. and Weintraub M. 2000. \"Robustness to telephone handset distortion in speaker recognition by discriminative feature design.\" In Speech Communication. 10.1016\/S0167-6393(99)00077-1","DOI":"10.1016\/S0167-6393(99)00077-1"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2012.2205597"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","unstructured":"Hofmann T. 1999. \"Probabilistic latent semantic indexing.\" In SIGIR. 10.1145\/312624.312649","DOI":"10.1145\/312624.312649"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.268"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","unstructured":"Jarvelin K. and Kekalainen J. 2000. \"IR evaluation methods for retrieving highly relevant documents.\" In SIGIR. 10.1145\/345508.345545","DOI":"10.1145\/345508.345545"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"crossref","unstructured":"Konig Y. Heck L. Weintraub M. and Sonmez M. K. 1998. \"Nonlinear discriminant feature extraction for robust text-independent speaker recognition.\" in RLA2C.","DOI":"10.1109\/ICASSP.1997.596126"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"crossref","unstructured":"Mesnil G. He X. Deng L. and Bengio Y. 2013. \"Investigation of recurrent-neural-network architectures and learning methods for spoken language understanding.\" In Interspeech.","DOI":"10.21437\/Interspeech.2013-596"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.5555\/2480981"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","unstructured":"Platt J. Toutanova K. and Yih W. 2010. \"Translingual doc-ument representations from discriminative projections.\" In EMNLP.","DOI":"10.5555\/1870658.1870683"},{"key":"e_1_3_2_1_22_1","volume-title":"SIGIR Workshop Information Retrieval and Applications of Graphical Models.","author":"Salakhutdinov R.","unstructured":"Salakhutdinov R., and Hinton, G., 2007 \"Semantic hashing.\" in Proc. SIGIR Workshop Information Retrieval and Applications of Graphical Models."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","unstructured":"Socher R. Huval B. Manning C. Ng A. 2012. \"Semantic compositionality through recursive matrix-vector spaces.\" In EMNLP.","DOI":"10.5555\/2390948.2391084"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","unstructured":"Svore K. and Burges C. 2009. \"A machine learning approach for improved BM25 retrieval.\" In CIKM. 10.1145\/1645953.1646237","DOI":"10.1145\/1645953.1646237"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"crossref","unstructured":"Tur G. Deng L. Hakkani-Tur D. and He X. 2012. \"Towards deeper understanding deep convex networks for semantic utterance classification.\" In ICASSP.","DOI":"10.1109\/ICASSP.2012.6289054"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","unstructured":"Yih W. Toutanova K. Platt J. and Meek C. 2011. \"Learning discriminative projections for text similarity measures.\" In CoNLL.","DOI":"10.5555\/2018936.2018965"}],"event":{"name":"CIKM'13: 22nd ACM International Conference on Information and Knowledge Management","location":"San Francisco California USA","acronym":"CIKM'13","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval"]},"container-title":["Proceedings of the 22nd ACM international conference on Information &amp; Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2505515.2505665","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2505515.2505665","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T07:34:08Z","timestamp":1750232048000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2505515.2505665"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,10,27]]},"references-count":26,"alternative-id":["10.1145\/2505515.2505665","10.1145\/2505515"],"URL":"https:\/\/doi.org\/10.1145\/2505515.2505665","relation":{},"subject":[],"published":{"date-parts":[[2013,10,27]]},"assertion":[{"value":"2013-10-27","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}