{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,10]],"date-time":"2026-02-10T16:30:17Z","timestamp":1770741017913,"version":"3.49.0"},"reference-count":57,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"9","license":[{"start":{"date-parts":[[2018,9,1]],"date-time":"2018-09-01T00:00:00Z","timestamp":1535760000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["61602160"],"award-info":[{"award-number":["61602160"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["61672211"],"award-info":[{"award-number":["61672211"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100005046","name":"Natural Science Foundation of Heilongjiang Province","doi-asserted-by":"crossref","award":["F2016036"],"award-info":[{"award-number":["F2016036"]}],"id":[{"id":"10.13039\/501100005046","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Special business expenses in Heilongjiang Province","award":["2016-KYYWF-0183"],"award-info":[{"award-number":["2016-KYYWF-0183"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE\/ACM Trans. Audio Speech Lang. Process."],"published-print":{"date-parts":[[2018,9]]},"DOI":"10.1109\/taslp.2018.2830117","type":"journal-article","created":{"date-parts":[[2018,4,27]],"date-time":"2018-04-27T19:12:29Z","timestamp":1524856349000},"page":"1528-1538","source":"Crossref","is-referenced-by-count":37,"title":["A Simple and Effective Neural Model for Joint Word Segmentation and POS Tagging"],"prefix":"10.1109","volume":"26","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6335-1340","authenticated-orcid":false,"given":"Meishan","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nan","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guohong","family":"Fu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","first-page":"2880","article-title":"Exploring segment representations for neural segmentation models","author":"liu","year":"2016","journal-title":"Proc 25th Int Conf Artif Intell"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P17-1078"},{"key":"ref33","article-title":"Google's neural machine translation system: Bridging the gap between human and machine translation","author":"wu","year":"2016"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P14-1125"},{"key":"ref31","first-page":"1180","article-title":"Joint models for Chinese POS tagging and dependency parsing","author":"li","year":"0","journal-title":"Proc Conf Empirical Methods Natural Lang Process"},{"key":"ref30","article-title":"Dragnn: A transition-based framework for dynamically connected neural networks","author":"kong","year":"2017"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P14-1028"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P15-1033"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1181"},{"key":"ref34","article-title":"Neural machine translation by jointly learning to align and translate","author":"bahdanau","year":"2014"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D15-1141"},{"key":"ref27","article-title":"Character-based joint segmentation and POS tagging for Chinese using bidirectional rnn-crf","author":"shao","year":"2017"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D17-1079"},{"key":"ref2","first-page":"277","article-title":"Chinese part-of-speech tagging: One-at-a-time or all-at-once? word-based or character-based?","author":"ng","year":"0","journal-title":"Proc EMNLP"},{"key":"ref1","first-page":"29","article-title":"Chinese word segmentation as character tagging","volume":"8","author":"xue","year":"2003","journal-title":"Comput Linguist Chinese Lang Process"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P16-1039"},{"key":"ref22","article-title":"Bidirectional LSTM-CRF models for sequence tagging","author":"huang","year":"2015"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P16-1040"},{"key":"ref24","doi-asserted-by":"crossref","first-page":"647","DOI":"10.18653\/v1\/D13-1061","article-title":"Deep learning for Chinese word segmentation and POS tagging","author":"zheng","year":"2013","journal-title":"Proc 2013 Conf Empirical Methods Natural Lang Process"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P16-1101"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P17-1111"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/553"},{"key":"ref50","first-page":"1818","article-title":"Learning character-level representations for part-of-speech tagging","author":"santos","year":"0","journal-title":"Proc 31st Int Conf Int Conf Mach Learn"},{"key":"ref51","first-page":"309","article-title":"Improving Chinese word segmentation and POS tagging with semi-supervised methods using large auto-analyzed data","author":"wang","year":"0","journal-title":"Proc 5th Int Joint Conf Natural Lang Process"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P17-1099"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2015.2449071"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2013.2288081"},{"key":"ref54","first-page":"187","article-title":"Joint training and decoding using virtual nodes for cascaded segmentation and tagging tasks","author":"qian","year":"2010","journal-title":"Proc Conf Empirical Methods Natural Lang Process"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.3115\/1073445.1073478"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.3115\/1620754.1620763"},{"key":"ref10","first-page":"888","article-title":"Joint word segmentation and POS tagging using a single perceptron","author":"zhang","year":"0","journal-title":"Proc ACL-08 HLT"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3115\/1687878.1687951"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P14-2050"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D15-1211"},{"key":"ref13","first-page":"843","article-title":"A fast decoder for joint word segmentation and POS-tagging using a single discriminative model","author":"zhang","year":"0","journal-title":"Proc Empirical Methods Natural Lang Process"},{"key":"ref14","first-page":"2493","article-title":"Natural language processing (almost) from scratch","volume":"12","author":"collobert","year":"2011","journal-title":"J Mach Learn Res"},{"key":"ref15","first-page":"3104","article-title":"Sequence to sequence learning with neural networks","author":"sutskever","year":"0","journal-title":"Proc Adv Neural Inform Process Syst"},{"key":"ref16","article-title":"A neural conversational model","author":"vinyals","year":"2015"},{"key":"ref17","first-page":"2972","article-title":"Neural generative question answering","author":"yin","year":"2016","journal-title":"Proc 25th Int Conf Artif Intell"},{"key":"ref18","first-page":"3111","article-title":"Distributed representations of words and phrases and their compositionality","author":"mikolov","year":"0","journal-title":"Proc 26th Int Conf Neural Inform Process Syst"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2005.06.042"},{"key":"ref4","first-page":"840","article-title":"Chinese segmentation with a word-based perceptron algorithm","author":"zhang","year":"0","journal-title":"Proc 45th Annu Meet Assoc Comput Linguistics"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3115\/1220355.1220436"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2016.2644262"},{"key":"ref5","first-page":"242","article-title":"Capturing paradigmatic and syntagmatic lexical relations: Towards accurate Chinese part-of-speech tagging","author":"sun","year":"0","journal-title":"50th Annu Meeting Assoc Comput Linguistics"},{"key":"ref8","article-title":"Joint POS tagging and dependency parsing with transition-based neural networks","author":"yang","year":"0","journal-title":"IEEE\/ACM Trans Audio Speech Lang Process"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3115\/1118693.1118694"},{"key":"ref49","article-title":"Part-of-speech tagging with bidirectional long short-term memory recurrent neural network","author":"wang","year":"2015"},{"key":"ref9","first-page":"897","article-title":"A cascaded linear model for joint Chinese word segmentation and part-of-speech tagging","author":"jiang","year":"0","journal-title":"Proc 46th Annu Meet Assoc Comput Linguistics"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P16-1231"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D15-1153"},{"key":"ref48","article-title":"The fourth international Chinese language processing bakeoff: Chinese word segmentation, named entity recognition and Chinese POS tagging","author":"jin","year":"0","journal-title":"Proc 6th SIGHAN Workshop Chin Lang Process"},{"key":"ref47","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P16-1218"},{"key":"ref41","article-title":"A structured self-attentive sentence embedding","author":"lin","year":"2017"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1082"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/591"}],"container-title":["IEEE\/ACM Transactions on Audio, Speech, and Language Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6570655\/8361959\/08351918.pdf?arnumber=8351918","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,4]],"date-time":"2025-07-04T00:12:51Z","timestamp":1751587971000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8351918\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,9]]},"references-count":57,"journal-issue":{"issue":"9"},"URL":"https:\/\/doi.org\/10.1109\/taslp.2018.2830117","relation":{},"ISSN":["2329-9290","2329-9304"],"issn-type":[{"value":"2329-9290","type":"print"},{"value":"2329-9304","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,9]]}}}