{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T01:58:59Z","timestamp":1743127139540,"version":"3.40.3"},"publisher-location":"Cham","reference-count":15,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030797249"},{"type":"electronic","value":"9783030797256"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-3-030-79725-6_5","type":"book-chapter","created":{"date-parts":[[2021,6,29]],"date-time":"2021-06-29T03:46:28Z","timestamp":1624938388000},"page":"47-56","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Entity Relation Extraction Based on Multi-attention Mechanism and BiGRU Network"],"prefix":"10.1007","author":[{"given":"Lingyun","family":"Wang","sequence":"first","affiliation":[]},{"given":"Caiquan","family":"Xiong","sequence":"additional","affiliation":[]},{"given":"Wenxiang","family":"Xu","sequence":"additional","affiliation":[]},{"given":"Song","family":"Lin","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,6,30]]},"reference":[{"key":"5_CR1","doi-asserted-by":"crossref","unstructured":"Shen, Y., He, X., Gao, J., et al.: A latent semantic model with convolutional-pooling structure for information retrieval. In: Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, pp. 101\u2013110 (2014)","DOI":"10.1145\/2661829.2661935"},{"key":"5_CR2","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"231","DOI":"10.1007\/978-3-642-53917-6_21","volume-title":"Advanced Data Mining and Applications","author":"CY Liu","year":"2013","unstructured":"Liu, C.Y., Sun, W.B., Chao, W.H., Che, W.: Convolution neural network for relation extraction. In: Motoda, H., Wu, Z., Cao, L., Zaiane, O., Yao, M., Wang, W. (eds.) ADMA 2013. LNCS (LNAI), vol. 8347, pp. 231\u2013242. Springer, Heidelberg (2013). https:\/\/doi.org\/10.1007\/978-3-642-53917-6_21"},{"key":"5_CR3","unstructured":"Zeng, D., Liu, K., Lai, S., Zhou, G., Zhao, J.: Relation classification via convolutional deep neural network. In: Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers, pp. 2335\u20132344 (2014)"},{"key":"5_CR4","unstructured":"Santos, D., Bing, X., Zhou, B.: Classifying relations by ranking with convolutional neural networks. In: Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing: Long Papers, vol. 1 (2015)"},{"key":"5_CR5","doi-asserted-by":"crossref","unstructured":"Miwa, M., Bansal, M.: End-to-end relation extraction using LSTMs on sequences and tree structures. In: Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics: Long Papers, vol. 1 (2016)","DOI":"10.18653\/v1\/P16-1105"},{"key":"5_CR6","unstructured":"Zhang, D., Wang, D.J.: Relation classification via recurrent neural network. arXiv preprint arXiv:1508.01006 (2015)"},{"key":"5_CR7","unstructured":"Zhang, S., Zheng, D., Hu, X., Yang, M.: Bidirectional long short-term memory networks for relation classification. In: Proceedings of the 29th Pacific Asia Conference on Language, Information and Computation, pp. 73\u201378 (2015)"},{"key":"5_CR8","unstructured":"Bahdanau, D., Cho, K., Bengio, Y.: Neural machine translation by jointly learning to align and translate. Comput. Sci. (2014)"},{"key":"5_CR9","doi-asserted-by":"crossref","unstructured":"Katiyar, A., Cardie, C.: Going out on a limb: joint extraction of entity mentions and relations without dependency trees. In: Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics: Long Papers, vol. 1, pp. 917\u2013928 (2017)","DOI":"10.18653\/v1\/P17-1085"},{"key":"5_CR10","doi-asserted-by":"crossref","unstructured":"Zhou, P., et al.: Attention-based bidirectional long short-term memory networks for relation classification. In: Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics: Short Papers, vol. 2, pp. 207\u2013212 (2016)","DOI":"10.18653\/v1\/P16-2034"},{"key":"5_CR11","unstructured":"Vaswani, A., Shazeer, N., Parmar, N., et al.: Attention is all you need. arXiv (2017). GB\/T 7714"},{"key":"5_CR12","doi-asserted-by":"crossref","unstructured":"Cho, K., Van Merrienboer, B., Gulcehre, C., et al.: Learning phrase representations using RNN encoder-decoder for statistical machine translation. Comput. Sci. (2014)","DOI":"10.3115\/v1\/D14-1179"},{"key":"5_CR13","doi-asserted-by":"crossref","unstructured":"Lin, Y., Shen, S., Liu, Z., et al.: Neural relation extraction with selective attention over instances. In: Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics: Long Papers, vol. 1 (2016)","DOI":"10.18653\/v1\/P16-1200"},{"key":"5_CR14","doi-asserted-by":"crossref","unstructured":"Hendrickx, I., Kim, S.N., Kozareva, Z., et al.: SemEval-2010 task 8: multi-way classification of semantic relations between pairs of nominals. In: Proceedings of the Workshop on Semantic Evaluations: Recent Achievements and Future Directions, pp. 94\u201399 (2009)","DOI":"10.3115\/1621969.1621986"},{"key":"5_CR15","unstructured":"Zeyuan, C., Pan, L., Liu, S.: Hybrid BiLSTM-siamese network for relation extraction. In: Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, pp. 1907\u20131909 (2019)"}],"container-title":["Lecture Notes in Networks and Systems","Complex, Intelligent and Software Intensive Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-79725-6_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,6,29]],"date-time":"2021-06-29T03:47:13Z","timestamp":1624938433000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-79725-6_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030797249","9783030797256"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-79725-6_5","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"type":"print","value":"2367-3370"},{"type":"electronic","value":"2367-3389"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"30 June 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CISIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Conference on Complex, Intelligent, and Software Intensive Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Asan","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Korea (Republic of)","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1 July 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 July 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"coisis2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/voyager.ce.fit.ac.jp\/conf\/cisis\/2021\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}