{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T10:49:31Z","timestamp":1742986171104,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":22,"publisher":"Springer Singapore","isbn-type":[{"type":"print","value":"9789811005145"},{"type":"electronic","value":"9789811005152"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-981-10-0515-2_12","type":"book-chapter","created":{"date-parts":[[2016,2,19]],"date-time":"2016-02-19T08:24:52Z","timestamp":1455870292000},"page":"161-176","source":"Crossref","is-referenced-by-count":0,"title":["Relation Extraction Using Semantic Information"],"prefix":"10.1007","author":[{"given":"Jian","family":"Xu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qin","family":"Lu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Minglei","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,2,20]]},"reference":[{"key":"12_CR1","unstructured":"Banko, M., Cafarella, M. J., Soderland, S., Broadhead, M., Etzioni, O.: Open information extraction from the web. In: Proceedings of the 20th International Joint Conference on Artifical Intelligence, pp. 2670\u20132676 (2007)"},{"key":"12_CR2","first-page":"993","volume":"3","author":"D Blei","year":"2003","unstructured":"Blei, D., Ng, A., Jordan, M.: Latent Dirichlet Allocation. J. Mach. Learn. Res. 3, 993\u20131022 (2003)","journal-title":"J. Mach. Learn. Res."},{"key":"12_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"172","DOI":"10.1007\/10704656_11","volume-title":"The World Wide Web and Databases","author":"S Brin","year":"1999","unstructured":"Brin, S.: Extracting patterns and relations from the world wide web. In: Atzeni, P., Mendelzon, A.O., Mecca, G. (eds.) WebDB 1998. LNCS, vol. 1590, pp. 172\u2013183. Springer, Heidelberg (1999)"},{"key":"12_CR4","doi-asserted-by":"crossref","unstructured":"Bunescu, R., Mooney, R.J.: A shortest path dependency kernel for relation extraction. In: Proceedings of the Conference on HLT-EMNLP, pp. 724\u2013731 (2005a)","DOI":"10.3115\/1220575.1220666"},{"key":"12_CR5","doi-asserted-by":"crossref","unstructured":"Culotta, A., McCallum, A., Betz, J.: Integrating probabilistic extraction models and data mining to discover relations and patterns in text. In: Proceedings of the main Conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, pp. 296\u2013303 (2006)","DOI":"10.3115\/1220835.1220873"},{"key":"12_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, 2121\u20132159 (2011)","journal-title":"J. Mach. Learn. Res."},{"issue":"1","key":"12_CR7","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1016\/j.artint.2005.03.001","volume":"165","author":"O Etzioni","year":"2005","unstructured":"Etzioni, O., Cafarella, M., Downey, D., Popescu, A.M., Shaked, T., Soderland, S., Weld, D.S., Yates, A.: Unsupervised named-entity extraction from the web: an experimental study. Artif. Intell. 165(1), 91\u2013134 (2005)","journal-title":"Artif. Intell."},{"key":"12_CR8","unstructured":"Hoffmann, R., Zhang, C., Ling, X., Zettlemoyer, L., Weld, D.S.: Knowledge-based weak supervision for information extraction of overlapping relations. In: Annual Meeting of the Association for Computational Linguistics (ACL), pp. 541\u2013550 (2011)"},{"key":"12_CR9","doi-asserted-by":"crossref","unstructured":"Kambhatla, N.: Combining lexical, syntactic, and semantic features with maximum entropy models for extracting relations. In: Proceedings of the ACL 2004 (2004)","DOI":"10.3115\/1219044.1219066"},{"key":"12_CR10","unstructured":"Kate, R.J., Mooney, R.J.: Joint entity and relation extraction using card-pyramid parsing. In: Proceedings of the Fourteenth Conference on Computational Natural Language Learning, pp. 203\u2013212 (2010)"},{"key":"12_CR11","unstructured":"Lafferty, J.D., McCallum, A., Pereira, F.C.N.: Conditional random fields: probabilistic models for segmenting and labeling sequence data. In: Proceedings of the Eighteenth International Conference on Machine Learning, pp. 282\u2013289 (2001)"},{"key":"12_CR12","doi-asserted-by":"crossref","unstructured":"Liu, Y., Shi, Z., Sarkar, A.: Exploiting rich syntactic information for relation extraction from biomedical articles. In: The Conference of the North American Chapter of the Association for Computational Linguistics, pp. 97\u2013100 (2007)","DOI":"10.3115\/1614108.1614133"},{"key":"12_CR13","unstructured":"McCallum, A., Schultz, K., Singh, S.: Factorie: probabilistic programming via imperatively defined factor graphs. In: Bengio, Y., Schuurmans, D., Lafferty, J., Williams, C.K.I., Culotta, A. (eds.) Advances in Neural Information Processing Systems, vol. 22, pp. 1249-1257 (2009)"},{"key":"12_CR14","doi-asserted-by":"crossref","unstructured":"McDonald, R., Pereira, F., Kulick, S., Winters, S., Jin, Y., White, P.: Simple algorithms for complex relation extraction with applications to biomedical IE. In: Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics, pp. 491\u2013498 (2005)","DOI":"10.3115\/1219840.1219901"},{"key":"12_CR15","doi-asserted-by":"crossref","unstructured":"Mintz, M., Bills, S., Snow, R., Jurafsky, D.: Distant supervision for relation extraction without labeled data. In: Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP (2009)","DOI":"10.3115\/1690219.1690287"},{"key":"12_CR16","doi-asserted-by":"crossref","unstructured":"Ravichandran, D., Hovy, E.: Learning surface text patterns for a question answering system. In: Proceedings of the 40th Annual Meeting on Association for Computational Linguistics (2002)","DOI":"10.3115\/1073083.1073092"},{"key":"12_CR17","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"148","DOI":"10.1007\/978-3-642-15939-8_10","volume-title":"Machine Learning and Knowledge Discovery in Databases","author":"S Riedel","year":"2010","unstructured":"Riedel, S., Yao, L., McCallum, A.: Modeling relations and their mentions without labeled text. In: Balc\u00e1zar, J.L., Bonchi, F., Gionis, A., Sebag, M. (eds.) ECML PKDD 2010, Part III. LNCS, vol. 6323, pp. 148\u2013163. Springer, Heidelberg (2010)"},{"key":"12_CR18","doi-asserted-by":"crossref","unstructured":"Rosario, B., Hearst, M.A.: Classifying semantic relations in bioscience text. In: ACL 2004 (2004)","DOI":"10.3115\/1218955.1219010"},{"key":"12_CR19","doi-asserted-by":"crossref","unstructured":"Roth, D., Yih, W.: Global inference for entity and relation identification via a linear programming formulation. In: Getoor, L., Taskar, B. (eds.) Introduction to Statistical Relational Learning. MIT Press (2007)","DOI":"10.7551\/mitpress\/7432.003.0022"},{"key":"12_CR20","unstructured":"Wick, M., Rohanimanesh, K., Culotta, A., McCallum, A.: Samplerank: learning preferences from atomic gradients. In: Neural Information Processing Systems (NIPS), Workshop on Advances in Ranking (2009)"},{"key":"12_CR21","first-page":"1083","volume":"3","author":"D Zelenko","year":"2003","unstructured":"Zelenko, D., Aone, C., Richardella, A.: Kernel methods for relation extraction. J. Mach. Learn. Res. 3, 1083\u20131106 (2003)","journal-title":"J. Mach. Learn. Res."},{"key":"12_CR22","doi-asserted-by":"crossref","unstructured":"Zhao, S., Grishman, R.: Extracting relations with integrated information using kernel methods. In: Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics, pp. 419\u2013426 (2005)","DOI":"10.3115\/1219840.1219892"}],"container-title":["Communications in Computer and Information Science","Computational Linguistics"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-10-0515-2_12","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,16]],"date-time":"2023-08-16T23:05:20Z","timestamp":1692227120000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-981-10-0515-2_12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9789811005145","9789811005152"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-981-10-0515-2_12","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2016]]}}}