{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:25:42Z","timestamp":1750220742029,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":22,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,7,3]],"date-time":"2020-07-03T00:00:00Z","timestamp":1593734400000},"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":[[2020,7,3]]},"DOI":"10.1145\/3409501.3409521","type":"proceedings-article","created":{"date-parts":[[2020,8,25]],"date-time":"2020-08-25T14:56:37Z","timestamp":1598367397000},"page":"6-12","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Extracting Entities and Relations by an End-to-End Neural Model with Multi-Layer Encoder"],"prefix":"10.1145","author":[{"given":"Yingying","family":"Yu","sequence":"first","affiliation":[{"name":"School of Software Engineering, Xi'an JiaoTong University, Xi'an Shaanxi, China"}]},{"given":"Linting","family":"Huang","sequence":"additional","affiliation":[{"name":"School of Software Engineering, Xi'an JiaoTong University, Xi'an Shaanxi, China"}]},{"given":"Xiaozhi","family":"Du","sequence":"additional","affiliation":[{"name":"School of Software Engineering, Xi'an JiaoTong University, Xi'an Shaanxi, China"}]},{"given":"Wei","family":"Huang","sequence":"additional","affiliation":[{"name":"School of Software Engineering, Xi'an JiaoTong University, Xi'an Shaanxi, China"}]}],"member":"320","published-online":{"date-parts":[[2020,8,25]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"ACL-HLT 2011 - Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies. 1","author":"Hoffmann R.","year":"2011","unstructured":"Hoffmann , R. et al. 2011. Knowledge-based weak supervision for information extraction of overlapping relations . ACL-HLT 2011 - Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies. 1 , ( 2011 ), 541--550. Hoffmann, R. et al. 2011. Knowledge-based weak supervision for information extraction of overlapping relations. ACL-HLT 2011 - Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies. 1, (2011), 541--550."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1162\/COLI_a_00167"},{"key":"e_1_3_2_1_3_1","volume-title":"31st AAAI Conference on Artificial Intelligence, AAAI 2017.","author":"Ji G.","year":"2017","unstructured":"Ji , G. et al. 2017. Distant supervision for relation extraction with sentence-level attention and entity descriptions . 31st AAAI Conference on Artificial Intelligence, AAAI 2017. ( 2017 ), 3060--3066. Ji, G. et al. 2017. Distant supervision for relation extraction with sentence-level attention and entity descriptions. 31st AAAI Conference on Artificial Intelligence, AAAI 2017. (2017), 3060--3066."},{"key":"e_1_3_2_1_4_1","first-page":"14","volume-title":"52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014 - Proceedings of the Conference. 1","author":"Li Q.","year":"2014","unstructured":"Li , Q. and Ji , H . 2014. Incremental joint extraction of entity mentions and relations . 52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014 - Proceedings of the Conference. 1 , ( 2014 ), 402--412. DOI:https:\/\/doi.org\/10.3115\/v1\/p 14 - 1038 . Li, Q. and Ji, H. 2014. Incremental joint extraction of entity mentions and relations. 52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014 - Proceedings of the Conference. 1, (2014), 402--412. DOI:https:\/\/doi.org\/10.3115\/v1\/p14-1038."},{"key":"e_1_3_2_1_5_1","first-page":"16","volume-title":"54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers. 4, (2016","author":"Lin Y.","year":"1865","unstructured":"Lin , Y. et al. 2016. Neural relation extraction with selective attention over instances . 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers. 4, (2016 ), 2124--2133. DOI:https:\/\/doi.org\/10. 1865 3\/v1\/p 16 - 1200 . Lin, Y. et al. 2016. Neural relation extraction with selective attention over instances. 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers. 4, (2016), 2124--2133. DOI:https:\/\/doi.org\/10.18653\/v1\/p16-1200."},{"key":"e_1_3_2_1_6_1","volume-title":"et al. Distributed Representations of Words and Phrases and their Compositionality arXiv: 1310. 4546v1 [cs. CL]","author":"Mikolov T.","year":"2013","unstructured":"Mikolov , T. et al. Distributed Representations of Words and Phrases and their Compositionality arXiv: 1310. 4546v1 [cs. CL] 16 Oct 2013 . 1--9. Mikolov, T. et al. Distributed Representations of Words and Phrases and their Compositionality arXiv: 1310. 4546v1 [cs. CL] 16 Oct 2013. 1--9."},{"key":"e_1_3_2_1_7_1","volume-title":"et al","author":"Mintz M.","year":"2009","unstructured":"Mintz , M. et al . 2009 . Distant supervision for relation extraction without labeled data. August (2009), 1003. DOI:https:\/\/doi.org\/10.3115\/1690219.1690287. Mintz, M. et al. 2009. Distant supervision for relation extraction without labeled data. August (2009), 1003. DOI:https:\/\/doi.org\/10.3115\/1690219.1690287."},{"key":"e_1_3_2_1_8_1","first-page":"16","volume-title":"54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers. 2, (2016","author":"Miwa M.","year":"1865","unstructured":"Miwa , M. and Bansal , M . 2016. End-to-end relation extraction using LSTMs on sequences and tree structures . 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers. 2, (2016 ), 1105--1116. DOI:https:\/\/doi.org\/10. 1865 3\/v1\/p 16 - 1105 . Miwa, M. and Bansal, M. 2016. End-to-end relation extraction using LSTMs on sequences and tree structures. 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers. 2, (2016), 1105--1116. DOI:https:\/\/doi.org\/10.18653\/v1\/p16-1105."},{"volume-title":"EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. (2014)","author":"Miwa M.","key":"e_1_3_2_1_9_1","unstructured":"Miwa , M. and Sasaki , Y . 2014. Modeling joint entity and relation extraction with table representation . EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. (2014) , 1858--1869. DOI:https:\/\/doi.org\/10.3115\/v1\/d14-1200. Miwa, M. and Sasaki, Y. 2014. Modeling joint entity and relation extraction with table representation. EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. (2014), 1858--1869. DOI:https:\/\/doi.org\/10.3115\/v1\/d14-1200."},{"key":"e_1_3_2_1_10_1","first-page":"3","article-title":"A survey of named entity recognition and classification. Lingvisticae InvestigationesLingvistic\u00e6 InvestigationesLingvistic\u00e6 Investigationes","volume":"30","author":"Nadeau D.","year":"2007","unstructured":"Nadeau , D. and Sekine , S. 2007 . A survey of named entity recognition and classification. Lingvisticae InvestigationesLingvistic\u00e6 InvestigationesLingvistic\u00e6 Investigationes . International Journal of Linguistics and Language Resources. 30 , 1 (2007), 3 -- 26 . DOI:https:\/\/doi.org\/10.1075\/li.30.1.03nad. Nadeau, D. and Sekine, S. 2007. A survey of named entity recognition and classification. Lingvisticae InvestigationesLingvistic\u00e6 InvestigationesLingvistic\u00e6 Investigationes. International Journal of Linguistics and Language Resources. 30, 1 (2007), 3--26. DOI:https:\/\/doi.org\/10.1075\/li.30.1.03nad.","journal-title":"International Journal of Linguistics and Language Resources."},{"key":"e_1_3_2_1_11_1","first-page":"148","article-title":"Modeling relations and their mentions without labeled text. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6323 LNAI","volume":"3","author":"Riedel S.","year":"2010","unstructured":"Riedel , S. 2010 . Modeling relations and their mentions without labeled text. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6323 LNAI , PART 3 (2010), 148 -- 163 . DOI:https:\/\/doi.org\/10.1007\/978-3-642-15939-8_10. Riedel, S. et al. 2010. Modeling relations and their mentions without labeled text. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6323 LNAI, PART 3 (2010), 148--163. DOI:https:\/\/doi.org\/10.1007\/978-3-642-15939-8_10.","journal-title":"PART"},{"key":"e_1_3_2_1_12_1","volume-title":"et al","author":"Surdeanu M.","year":"2012","unstructured":"Surdeanu , M. et al . 2012 . Multi-instance multi-label learning for relation extraction. EMNLP-CoNLL 2012 - 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the Conference . (2012), 455--465. Surdeanu, M. et al. 2012. Multi-instance multi-label learning for relation extraction. EMNLP-CoNLL 2012 - 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the Conference. (2012), 455--465."},{"key":"e_1_3_2_1_13_1","volume-title":"Proceedings of the AAAI Conference on Artificial Intelligence. 33","author":"Takanobu R.","year":"2019","unstructured":"Takanobu , R. et al. 2019. A Hierarchical Framework for Relation Extraction with Reinforcement Learning . Proceedings of the AAAI Conference on Artificial Intelligence. 33 , ( 2019 ), 7072--7079. DOI:https:\/\/doi.org\/10.1609\/aaai.v33i01.33017072. Takanobu, R. et al. 2019. A Hierarchical Framework for Relation Extraction with Reinforcement Learning. Proceedings of the AAAI Conference on Artificial Intelligence. 33, (2019), 7072--7079. DOI:https:\/\/doi.org\/10.1609\/aaai.v33i01.33017072."},{"key":"e_1_3_2_1_14_1","volume-title":"et al","author":"Vaswani A.","year":"2017","unstructured":"Vaswani , A. et al . 2017 . Attention Is All You Need. Advances in neural information processing systems. Nips ( 2017), 5998--6008. Vaswani, A. et al. 2017. Attention Is All You Need. Advances in neural information processing systems. Nips (2017), 5998--6008."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D15-1206"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D15-1203"},{"key":"e_1_3_2_1_17_1","volume-title":"COLING 2014 - 25th International Conference on Computational Linguistics, Proceedings of COLING 2014: Technical Papers.","author":"Zeng D.","year":"2014","unstructured":"Zeng , D. et al. 2014. Relation classification via convolutional deep neural network . COLING 2014 - 25th International Conference on Computational Linguistics, Proceedings of COLING 2014: Technical Papers. ( 2014 ), 2335--2344. Zeng, D. et al. 2014. Relation classification via convolutional deep neural network. COLING 2014 - 25th International Conference on Computational Linguistics, Proceedings of COLING 2014: Technical Papers. (2014), 2335--2344."},{"key":"e_1_3_2_1_18_1","first-page":"18","volume-title":"ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). 1, (2018","author":"Zeng X.","year":"1865","unstructured":"Zeng , X. et al. 2018. Extracting relational facts by an end-to-end neural model with copy mechanism . ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). 1, (2018 ), 506--510. DOI:https:\/\/doi.org\/10. 1865 3\/v1\/p 18 - 1047 . Zeng, X. et al. 2018. Extracting relational facts by an end-to-end neural model with copy mechanism. ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). 1, (2018), 506--510. DOI:https:\/\/doi.org\/10.18653\/v1\/p18-1047."},{"key":"e_1_3_2_1_19_1","volume-title":"et al","author":"Zhang M.","year":"2018","unstructured":"Zhang , M. et al . 2018 . End-to-End Neural Relation Extraction with Global Optimization . 2014 (2018), 1730--1740. DOI:https:\/\/doi.org\/10.18653\/v1\/d17-1182. Zhang, M. et al. 2018. End-to-End Neural Relation Extraction with Global Optimization. 2014 (2018), 1730--1740. DOI:https:\/\/doi.org\/10.18653\/v1\/d17-1182."},{"key":"e_1_3_2_1_20_1","volume-title":"Advances in Neural Information Processing Systems. 2015-Janua","author":"Zhang X.","year":"2015","unstructured":"Zhang , X. et al. 2015. Character-level convolutional networks for text classification . Advances in Neural Information Processing Systems. 2015-Janua , September ( 2015 ), 649--657. Zhang, X. et al. 2015. Character-level convolutional networks for text classification. Advances in Neural Information Processing Systems. 2015-Janua, September (2015), 649--657."},{"key":"e_1_3_2_1_21_1","volume-title":"Proceedings of ACL. (2017","author":"Zheng S.","year":"2018","unstructured":"Zheng , S. et al. 2017. Joint extraction of entities and relations based on a novel tagging scheme . Proceedings of ACL. (2017 ), 1227--1236. DOI:https:\/\/doi.org\/10.24963\/ijcai. 2018 \/620. Zheng, S. et al. 2017. Joint extraction of entities and relations based on a novel tagging scheme. Proceedings of ACL. (2017), 1227--1236. DOI:https:\/\/doi.org\/10.24963\/ijcai.2018\/620."},{"key":"e_1_3_2_1_22_1","volume-title":"Proceedings of the Conference.","author":"Zhou G.D.","year":"2005","unstructured":"Zhou , G.D. et al. 2005. Exploring various knowledge in relation extraction. ACL-05 - 43rd Annual Meeting of the Association for Computational Linguistics , Proceedings of the Conference. June ( 2005 ), 427--434. DOI:https:\/\/doi.org\/10.3115\/1219840.1219893. Zhou, G.D. et al. 2005. Exploring various knowledge in relation extraction. ACL-05 - 43rd Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. June (2005), 427--434. DOI:https:\/\/doi.org\/10.3115\/1219840.1219893."}],"event":{"name":"HPCCT & BDAI 2020: 2020 4th High Performance Computing and Cluster Technologies Conference & 2020 3rd International Conference on Big Data and Artificial Intelligence","sponsor":["Xi'an Jiaotong-Liverpool University Xi'an Jiaotong-Liverpool University"],"location":"Qingdao China","acronym":"HPCCT & BDAI 2020"},"container-title":["Proceedings of the 2020 4th High Performance Computing and Cluster Technologies Conference & 2020 3rd International Conference on Big Data and Artificial Intelligence"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3409501.3409521","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3409501.3409521","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:38:40Z","timestamp":1750199920000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3409501.3409521"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,7,3]]},"references-count":22,"alternative-id":["10.1145\/3409501.3409521","10.1145\/3409501"],"URL":"https:\/\/doi.org\/10.1145\/3409501.3409521","relation":{},"subject":[],"published":{"date-parts":[[2020,7,3]]},"assertion":[{"value":"2020-08-25","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}