{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T21:27:48Z","timestamp":1775251668903,"version":"3.50.1"},"publisher-location":"Cham","reference-count":23,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030000714","type":"print"},{"value":"9783030000721","type":"electronic"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"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":[[2018]]},"DOI":"10.1007\/978-3-030-00072-1_5","type":"book-chapter","created":{"date-parts":[[2018,10,16]],"date-time":"2018-10-16T13:22:21Z","timestamp":1539696141000},"page":"52-66","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Relation Extraction for Knowledge Base Completion: A Supervised Approach"],"prefix":"10.1007","author":[{"given":"H\u00e9ctor","family":"Cerezo-Costas","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Manuela","family":"Mart\u00edn-Vicente","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,10,17]]},"reference":[{"key":"5_CR1","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"722","DOI":"10.1007\/978-3-540-76298-0_52","volume-title":"The Semantic Web","author":"S\u00f6ren Auer","year":"2007","unstructured":"Auer, S\u00f6ren, Bizer, Christian, Kobilarov, Georgi, Lehmann, Jens, Cyganiak, Richard, Ives, Zachary: DBpedia: a nucleus for a web of open data. In: Aberer, Karl, Choi, Key-Sun, Noy, Natasha, Allemang, Dean, Lee, Kyung-Il, Nixon, Lyndon, Golbeck, Jennifer, Mika, Peter, Maynard, Diana, Mizoguchi, Riichiro, Schreiber, Guus, Cudr\u00e9-Mauroux, Philippe (eds.) ASWC\/ISWC -2007. LNCS, vol. 4825, pp. 722\u2013735. Springer, Heidelberg (2007). https:\/\/doi.org\/10.1007\/978-3-540-76298-0_52"},{"key":"5_CR2","unstructured":"Bordes, A., Usunier, N., Chopra, S., Weston, J.: Large-scale simple question answering with memory networks. arXiv preprint arXiv:1506.02075 (2015)"},{"key":"5_CR3","doi-asserted-by":"crossref","unstructured":"Cannaviccio, M., Barbosa, D., Merialdo, P.: Accurate fact harvesting from natural language text in wikipedia with lector. In: Proceedings of the 19th International Workshop on Web and Databases, p. 9. ACM (2016)","DOI":"10.1145\/2932194.2932203"},{"key":"5_CR4","doi-asserted-by":"crossref","unstructured":"Clark, K., Manning, C.D.: Improving coreference resolution by learning entity-level distributed representations. arXiv preprint arXiv:1606.01323 (2016)","DOI":"10.18653\/v1\/P16-1061"},{"key":"5_CR5","doi-asserted-by":"crossref","unstructured":"Durrett, G., Klein, D.: Easy victories and uphill battles in Coreference resolution. In: Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, pp. 1971\u20131982 (2013)","DOI":"10.18653\/v1\/D13-1203"},{"key":"5_CR6","unstructured":"Exner, P., Nugues, P.: Entity extraction: from unstructured text to DBpedia RDF triples. In: The Web of Linked Entities Workshop (WoLE 2012), pp. 58\u201369. CEUR (2012)"},{"issue":"8","key":"5_CR7","doi-asserted-by":"publisher","first-page":"1735","DOI":"10.1162\/neco.1997.9.8.1735","volume":"9","author":"Sepp Hochreiter","year":"1997","unstructured":"Hochreiter, S., Schmidhuber, J.: Long short-term memory. Neural Comput. 9(8), 1735\u20131780 (1997)","journal-title":"Neural Computation"},{"key":"5_CR8","doi-asserted-by":"crossref","unstructured":"Lample, G., Ballesteros, M., Subramanian, S., Kawakami, K., Dyer, C.: Neural architectures for named entity recognition. arXiv preprint arXiv:1603.01360 (2016)","DOI":"10.18653\/v1\/N16-1030"},{"key":"5_CR9","doi-asserted-by":"crossref","unstructured":"Li, X., Taheri, A., Tu, L., Gimpel, K.: Commonsense knowledge base completion. In: Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), vol. 1, pp. 1445\u20131455 (2016)","DOI":"10.18653\/v1\/P16-1137"},{"key":"5_CR10","unstructured":"Lin, Z., et al.: A structured self-attentive sentence embedding. In: Proceedings of the 5th International Conference on Learning Representations (ICLR) (2017)"},{"key":"5_CR11","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: Volume 2-Volume 2, pp. 1003\u20131011. Association for Computational Linguistics (2009)","DOI":"10.3115\/1690219.1690287"},{"key":"5_CR12","unstructured":"Mitchell, T., et al.: Never-ending learning. In: Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI-15) (2015)"},{"key":"5_CR13","doi-asserted-by":"crossref","unstructured":"Ostermann, S., Roth, M., Modi, A., Thater, S., Pinkal, M.: Semeval-2018 task 11: Machine comprehension using commonsense knowledge. In: Proceedings of The 12th International Workshop on Semantic Evaluation, pp. 747\u2013757 (2018)","DOI":"10.18653\/v1\/S18-1119"},{"key":"5_CR14","unstructured":"Paulus, R., Xiong, C., Socher, R.: A deep reinforced model for abstractive summarization. arXiv preprint arXiv:1705.04304 (2017)"},{"key":"5_CR15","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","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. LNCS (LNAI), vol. 6323, pp. 148\u2013163. Springer, Heidelberg (2010). https:\/\/doi.org\/10.1007\/978-3-642-15939-8_10"},{"key":"5_CR16","unstructured":"Silva, V.S., Freitas, A., Handschuh, S.: Building a Knowledge Graph from Natural Language Definitions for Interpretable Text Entailment Recognition. ArXiv e-prints (June 2018)"},{"key":"5_CR17","unstructured":"Socher, R., Chen, D., Manning, C.D., Ng, A.: Reasoning with neural tensor networks for knowledge base completion. In: Advances in Neural Information Processing Systems, pp. 926\u2013934 (2013)"},{"key":"5_CR18","unstructured":"Speer, R., Havasi, C.: Representing general relational knowledge in conceptnet 5. In: LREC, pp. 3679\u20133686 (2012)"},{"key":"5_CR19","doi-asserted-by":"crossref","unstructured":"Tai, K.S., Socher, R., Manning, C.D.: Improved semantic representations from tree-structured long short-term memory networks. arXiv preprint arXiv:1503.00075 (2015)","DOI":"10.3115\/v1\/P15-1150"},{"key":"5_CR20","doi-asserted-by":"crossref","unstructured":"Usbeck, R., et al.: Gerbil: general entity annotator benchmarking framework. In: Proceedings of the 24th International Conference on World Wide Web, pp. 1133\u20131143. International World Wide Web Conferences Steering Committee (2015)","DOI":"10.1145\/2736277.2741626"},{"key":"5_CR21","doi-asserted-by":"crossref","unstructured":"Wang, L.: Yuanfudao at semeval-2018 task 11: three-way attention and relational knowledge for commonsense machine comprehension. arXiv preprint arXiv:1803.00191 (2018)","DOI":"10.18653\/v1\/S18-1120"},{"key":"5_CR22","doi-asserted-by":"crossref","unstructured":"Weston, J., Bordes, A., Yakhnenko, O., Usunier, N.: Connecting language and knowledge bases with embedding models for relation extraction, pp. 1366\u20131371 (2013)","DOI":"10.18653\/v1\/D13-1136"},{"key":"5_CR23","unstructured":"Wu, Y., et al.: Google\u2019s neural machine translation system: bridging the gap between human and machine translation. arXiv preprint arXiv:1609.08144 (2016)"}],"container-title":["Communications in Computer and Information Science","Semantic Web Challenges"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-00072-1_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T20:17:53Z","timestamp":1775247473000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-00072-1_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783030000714","9783030000721"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-00072-1_5","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"SemWebEval","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Semantic Web Evaluation Challenge","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Heraklion","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Greece","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 June 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 June 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"semwebeval2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/2018.eswc-conferences.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}