{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,24]],"date-time":"2026-03-24T18:59:29Z","timestamp":1774378769747,"version":"3.50.1"},"reference-count":73,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2021,5,1]],"date-time":"2021-05-01T00:00:00Z","timestamp":1619827200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,5,1]],"date-time":"2021-05-01T00:00:00Z","timestamp":1619827200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,5,1]],"date-time":"2021-05-01T00:00:00Z","timestamp":1619827200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Research Development Fund at Xi\u2019an Jiaotong-Liverpool University","award":["RDF-14-01-10"],"award-info":[{"award-number":["RDF-14-01-10"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61876155"],"award-info":[{"award-number":["61876155"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004608","name":"Natural Science Foundation of Jiangsu Province","doi-asserted-by":"publisher","award":["BK20181189"],"award-info":[{"award-number":["BK20181189"]}],"id":[{"id":"10.13039\/501100004608","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Key Program Special Fund in XJTLU","award":["KSF-A-01"],"award-info":[{"award-number":["KSF-A-01"]}]},{"name":"Key Program Special Fund in XJTLU","award":["KSF-T-06"],"award-info":[{"award-number":["KSF-T-06"]}]},{"name":"Key Program Special Fund in XJTLU","award":["KSF-E-26"],"award-info":[{"award-number":["KSF-E-26"]}]},{"name":"Key Program Special Fund in XJTLU","award":["KSF-P-02"],"award-info":[{"award-number":["KSF-P-02"]}]},{"name":"Key Program Special Fund in XJTLU","award":["KSF-A-10"],"award-info":[{"award-number":["KSF-A-10"]}]},{"name":"Human Phenotype Project in Health Data Research UK Scotland"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Neural Netw. Learning Syst."],"published-print":{"date-parts":[[2021,5]]},"DOI":"10.1109\/tnnls.2020.3002798","type":"journal-article","created":{"date-parts":[[2020,6,25]],"date-time":"2020-06-25T20:07:02Z","timestamp":1593115622000},"page":"2224-2238","source":"Crossref","is-referenced-by-count":19,"title":["Automated Social Text Annotation With Joint Multilabel Attention Networks"],"prefix":"10.1109","volume":"32","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6828-6891","authenticated-orcid":false,"given":"Hang","family":"Dong","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0707-8076","authenticated-orcid":false,"given":"Wei","family":"Wang","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3034-9639","authenticated-orcid":false,"given":"Kaizhu","family":"Huang","sequence":"additional","affiliation":[]},{"given":"Frans","family":"Coenen","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref73","article-title":"BERT: Pre-training of deep bidirectional transformers for language understanding","author":"devlin","year":"2018","journal-title":"arXiv 1810 04805"},{"key":"ref72","first-page":"5998","article-title":"Attention is all you need","author":"vaswani","year":"2017","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1181"},{"key":"ref70","first-page":"3104","article-title":"Sequence to sequence learning with neural networks","volume":"2","author":"sutskever","year":"2014","journal-title":"Proc 27th Int Conf Neural Inf Process Syst (NIPS)"},{"key":"ref39","first-page":"53","article-title":"Effective and efficient multilabel classification in domains with large number of labels","volume":"21","author":"tsoumakas","year":"2008","journal-title":"Proc ECML\/PKDD Workshop Mining Multidimensional Data"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2016.7727370"},{"key":"ref33","first-page":"2048","article-title":"Show, attend and tell: Neural image caption generation with visual attention","author":"xu","year":"2015","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N19-1164"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N18-2041"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331228"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-011-5256-5"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04174-7_17"},{"key":"ref35","article-title":"Collaborative creation of communal hierarchical taxonomies in social tagging systems","author":"heymann","year":"2006"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.4018\/jdwm.2007070101"},{"key":"ref60","first-page":"1929","article-title":"Dropout: A simple way to prevent neural networks from overfitting","volume":"15","author":"srivastava","year":"2014","journal-title":"J Mach Learn Res"},{"key":"ref62","article-title":"A scikit-based Python environment for performing multi-label classification","author":"szyma?ski","year":"2017","journal-title":"arXiv 1702 01460"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1162\/NECO_a_00320"},{"key":"ref28","article-title":"Neural machine translation by jointly learning to align and translate","author":"bahdanau","year":"2014","journal-title":"arXiv 1409 0473"},{"key":"ref63","first-page":"667","article-title":"Meka: A multi-label\/multi-target extension to Weka","volume":"17","author":"read","year":"2016","journal-title":"J Mach Learn Res"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2006.162"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1145\/1656274.1656278"},{"key":"ref65","first-page":"2411","article-title":"Mulan: A Java library for multi-label learning","volume":"12","author":"tsoumakas","year":"2011","journal-title":"J Mach Learn Res"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D15-1166"},{"key":"ref66","first-page":"667","article-title":"Mining multi-label data","author":"tsoumakas","year":"2010","journal-title":"Data Mining and Knowledge Discovery Handbook"},{"key":"ref67","first-page":"1","volume":"18","author":"sorower","year":"2010","journal-title":"A Literature Survey on Algorithms for Multi-label Learning"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1145\/3077136.3080834"},{"key":"ref2","article-title":"Using social tagging to improve social navigation","author":"millen","year":"2006","journal-title":"Proc Workshop Social Navigat Community Based Adaptation Technol"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2018.2810872"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2012.115"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2013.39"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1002\/asi.21382"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/2716262"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N16-1063"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1515\/9783598441851.153"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-24775-3_5"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2017.2785795"},{"key":"ref50","article-title":"Title-guided encoding for keyphrase generation","author":"chen","year":"2018","journal-title":"arXiv 1808 08575"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/0010-0285(91)90016-H"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1145\/1921591.1921595"},{"key":"ref58","article-title":"Mallet: A machine learning for language toolkit","author":"mccallum","year":"2002"},{"key":"ref57","first-page":"45","article-title":"Software framework for topic modelling with large corpora","author":"rehurek","year":"2010","journal-title":"Proc LREC Workshop New Challenges NLP Frameworks"},{"key":"ref56","first-page":"993","article-title":"Latent Dirichlet allocation","volume":"3","author":"blei","year":"2003","journal-title":"J Mach Learn Res"},{"key":"ref55","first-page":"265","article-title":"Tensorflow: A system for large-scale machine learning","author":"abadi","year":"2016","journal-title":"Proc 5th USENIX Conf Operating Syst Design Implementation"},{"key":"ref54","first-page":"661","article-title":"Deriving dynamic knowledge from academic social tagging data: A novel research direction","author":"dong","year":"2017","journal-title":"Proc IConference"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/s00778-010-0208-4"},{"key":"ref52","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"arXiv 1412 6980"},{"key":"ref10","first-page":"2719","article-title":"Collaborative topic regression with social regularization for tag recommendation","author":"wang","year":"2013","journal-title":"Proc 23rd Int Joint Conf Artif Intell"},{"key":"ref11","first-page":"2078","article-title":"Learning topical translation model for microblog hashtag suggestion","author":"ding","year":"2013","journal-title":"Proc Intern Joint Conf Artificial Intel (IJCAI)"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/1291233.1291245"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3240323.3240409"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/478"},{"key":"ref14","first-page":"2782","article-title":"Hashtag recommendation using attention-based convolutional neural network","author":"gong","year":"2016","journal-title":"Proc IJCAI"},{"key":"ref15","first-page":"3019","article-title":"Hashtag recommendation with topical attention-based LSTM","author":"li","year":"2016","journal-title":"Proc 26th Int Conf Comput Linguistics Tech Papers (COLING)"},{"key":"ref16","first-page":"943","article-title":"Hashtag recommendation using end-to-end memory networks with hierarchical attention","author":"huang","year":"2016","journal-title":"Proc 26th Int Conf Comput Linguistics Tech Papers (COLING)"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N16-1174"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/1810617.1810648"},{"key":"ref19","first-page":"437","author":"nam","year":"2014","journal-title":"Large-Scale Multi-label Text Classification—Revisiting Neural Networks"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/2337542.2337559"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-6170-8_116"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/2559157"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2012.03.003"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1002\/asi.23736"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1017\/S0269888915000120"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/78.650093"},{"key":"ref9","first-page":"67","article-title":"Recommending#-tags in twitter","volume":"730","author":"zangerle","year":"2011","journal-title":"Proc Workshop Semantic Adapt Social Web (SASWeb) CEUR Workshop"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1162"},{"key":"ref45","article-title":"Efficient estimation of word representations in vector space","author":"mikolov","year":"2013","journal-title":"arXiv 1301 3781 [cs]"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1179"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W17-2339"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/1835804.1835930"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N19-1136"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/3019612.3019664"}],"container-title":["IEEE Transactions on Neural Networks and Learning Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5962385\/9420773\/09126211.pdf?arnumber=9126211","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T14:53:17Z","timestamp":1652194397000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9126211\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,5]]},"references-count":73,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tnnls.2020.3002798","relation":{},"ISSN":["2162-237X","2162-2388"],"issn-type":[{"value":"2162-237X","type":"print"},{"value":"2162-2388","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,5]]}}}