{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,2]],"date-time":"2026-04-02T00:34:49Z","timestamp":1775090089081,"version":"3.50.1"},"publisher-location":"Berlin, Heidelberg","reference-count":19,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642539169","type":"print"},{"value":"9783642539176","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-53917-6_21","type":"book-chapter","created":{"date-parts":[[2013,12,16]],"date-time":"2013-12-16T01:05:02Z","timestamp":1387155902000},"page":"231-242","source":"Crossref","is-referenced-by-count":105,"title":["Convolution Neural Network for Relation Extraction"],"prefix":"10.1007","author":[{"given":"ChunYang","family":"Liu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"WenBo","family":"Sun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"WenHan","family":"Chao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"WanXiang","family":"Che","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"21_CR1","unstructured":"Grishman, R.: Information Extraction: Capabilities and Challenges. Lecture Notes of 2012 International Winter School in Language and Speech Technologies, Rovirai Virgili University (2012)"},{"key":"21_CR2","doi-asserted-by":"crossref","unstructured":"Kambhatla, N.: Combining lexical, syntactic, and semantic features with maximum entropy models for information extraction. In: The Companion Volume to the Proceedings of 42st Annual Meeting of the Association for Computational Linguistics, vol.\u00a01, pp. 178\u2013181 (2004)","DOI":"10.3115\/1219044.1219066"},{"key":"21_CR3","first-page":"1083","volume":"3","author":"D. Zelenko","year":"2003","unstructured":"Zelenko, D., Aone, C., Richardella, A.: Kernel methods for relation extraction. Journal Machine Learning Research\u00a03, 1083\u20131106 (2003)","journal-title":"Journal Machine Learning Research"},{"key":"21_CR4","doi-asserted-by":"crossref","unstructured":"Culotta, A., Sorensen, J.: Dependency tree kernels for relation extraction. In: Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics, pp. 423\u2013430 (2004)","DOI":"10.3115\/1218955.1219009"},{"key":"21_CR5","unstructured":"Collobert, R., Weston, J.: Fast Semantic Extraction Using a Novel Neural Network Architecture. In: Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics, pp. 560\u2013567 (2008)"},{"key":"21_CR6","unstructured":"Schwenk, H., Rousseau, A., Attik, M.: Large, pruned or continuous space language models on a gpu-forstatistical machine translation. In: Workshop on the Future of Language Modeling for HLT (2012)"},{"key":"21_CR7","doi-asserted-by":"crossref","unstructured":"Collobert, R., Weston, J.: A unified architecture for natural language processing: Deep neural networks with multitask learning. In: ICML 2008 (2008)","DOI":"10.1145\/1390156.1390177"},{"key":"21_CR8","unstructured":"Grolot, X., Bordes, A., Bengio, Y.: Domain adaptation for large-scale sentiment classification: A deep learning approach.In ICML 2011 (2011)"},{"key":"21_CR9","doi-asserted-by":"publisher","first-page":"291","DOI":"10.1007\/BF00332918","volume":"59","author":"H. Bourlard","year":"1988","unstructured":"Bourlard, H., Kamp, Y.: Auto-association by multilayer perceptrons and singular value decomposition. Biological Cybernetics\u00a059, 291\u2013294 (1988)","journal-title":"Biological Cybernetics"},{"key":"21_CR10","unstructured":"LeCun, Y., Bengio, Y.: Convolutional Networks for Images, Speech, and Time-Series. The Handbook of Brain Theory and Neural Networks. MIT Press (1995)"},{"key":"21_CR11","first-page":"1137","volume":"3","author":"Y. Bengio","year":"2003","unstructured":"Bengio, Y., Ducharme, R., Vincent, P., Jauvin, C.: A Neural Probabilistic Language Model. Journal of Machine Learning Research\u00a03, 1137\u20131155 (2003)","journal-title":"Journal of Machine Learning Research"},{"key":"21_CR12","volume-title":"ACE 2005 Multilingual Training Corpus","author":"C. Walker","year":"2006","unstructured":"Walker, C., Strassel, S., Medero, J., Maeda, K.: ACE 2005 Multilingual Training Corpus. Linguistic Data Consortium, Philadelphia (2006)"},{"key":"21_CR13","doi-asserted-by":"crossref","unstructured":"Klein, D., Manning, C.: Accurate Unlexicalized Parsing. In: Proceedings of the 41st Meeting of the Association for Computational Linguistics, pp. 423\u2013430 (2003)","DOI":"10.3115\/1075096.1075150"},{"key":"21_CR14","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/7287.001.0001","volume-title":"WordNet: An Electronic Lexical Database","author":"C. Fellbaum","year":"1998","unstructured":"Fellbaum, C.: WordNet: An Electronic Lexical Database. MIT Press, Cambridge (1998)"},{"key":"21_CR15","doi-asserted-by":"crossref","unstructured":"Toutanova, K., Klein, D., Manning, C., Singer, Y.: Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency Network. In: Proceedings of HLT-NAACL, pp. 252\u2013259 (2003)","DOI":"10.3115\/1073445.1073478"},{"key":"21_CR16","unstructured":"Bunescu, R., Mooney, R.: Proceedings of the 19th Conference on Neural Information Processing Systems (NIPS), Vancouver, BC (2005)"},{"key":"21_CR17","doi-asserted-by":"crossref","unstructured":"Reichartz, F., Korte, H., Paass, G.: Semantic Relation Extraction with Kernels Over Typed Dependency Trees. In: KDD 2010, Washington, DC (2010)","DOI":"10.1145\/1835804.1835902"},{"key":"21_CR18","unstructured":"Zhou, G., Zhang, M., Ji, D., Zhu, Q.: Tree Kernel-based Relation Extractionwith Context-Sensitive Structured Parse Tree Information. In: EMNLP 2010, Prague, pp. 728\u2013736 (2007)"},{"key":"21_CR19","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/1961189.1961199","volume":"2","author":"C.C. Chang","year":"2011","unstructured":"Chang, C.C., Lin, C.J.: LIBSVM: a library for support vector machines. ACM Transactions on Intelligent Systems and Technology\u00a02, 27:1\u201327:27 (2011)","journal-title":"ACM Transactions on Intelligent Systems and Technology"}],"container-title":["Lecture Notes in Computer Science","Advanced Data Mining and Applications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-53917-6_21","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,25]],"date-time":"2019-05-25T09:15:53Z","timestamp":1558775753000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-53917-6_21"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642539169","9783642539176"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-53917-6_21","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013]]}}}