{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,14]],"date-time":"2025-10-14T01:09:14Z","timestamp":1760404154306,"version":"3.28.0"},"reference-count":26,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,11]]},"DOI":"10.1109\/kse.2018.8573340","type":"proceedings-article","created":{"date-parts":[[2018,12,14]],"date-time":"2018-12-14T01:06:45Z","timestamp":1544749605000},"page":"323-328","source":"Crossref","is-referenced-by-count":14,"title":["A Joint Model of Term Extraction and Polarity Classification for Aspect-based Sentiment Analysis"],"prefix":"10.1109","author":[{"given":"Hy","family":"Nguyen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kiyoaki","family":"Shirai","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D16-1021"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D17-1047"},{"key":"ref12","first-page":"2493","article-title":"Natural language processing (almost) from scratch","volume":"12","author":"collobert","year":"2011","journal-title":"J Mach Learn Res"},{"key":"ref13","article-title":"Bidirectional LSTM-CRF models for sequence tagging","volume":"abs 1508 1991","author":"huang","year":"2015","journal-title":"CoRR"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N16-1030"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1179"},{"key":"ref16","first-page":"3104","article-title":"Sequence to sequence learning with neural networks","author":"sutskever","year":"2014","journal-title":"Proceedings of the 27th International Conference on Neural Information Processing Systems - Volume 2"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/72.279181"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref19","first-page":"5","article-title":"Framewise phoneme classification with bidirectional LSTM and other neural network architectures","author":"graves","year":"2005","journal-title":"Neural Networks"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D16-1059"},{"key":"ref3","first-page":"2979","article-title":"Unsupervised word and dependency path embeddings for aspect term extraction","author":"yin","year":"2016","journal-title":"Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence"},{"key":"ref6","first-page":"151","article-title":"Targetdependent twitter sentiment classification","author":"jiang","year":"2011","journal-title":"Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics Human Language Technologies - Volume 1"},{"key":"ref5","first-page":"3316","article-title":"Coupled multilayer attentions for co-extraction of aspect and opinion terms","author":"wang","year":"2017","journal-title":"Proc of the Thirtieth AAAI Conference on Artificial Intelligence"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D15-1298"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P14-2009"},{"key":"ref2","first-page":"168","article-title":"Mining and summarizing customer reviews","author":"hu","year":"2004","journal-title":"Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining"},{"key":"ref9","first-page":"3298","article-title":"Effective LSTMs for target-dependent sentiment classification","author":"tang","year":"2016","journal-title":"COLING 2016 26th International Conference on Computational Linguistics Proceedings of the Conference Technical Papers December 1116 2016"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.2200\/S00416ED1V01Y201204HLT016"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/S14-2004"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/2872427.2883044"},{"key":"ref21","article-title":"Efficient estimation of word representations in vector space","volume":"abs 1301 3781","author":"mikolov","year":"2013","journal-title":"CoRR"},{"key":"ref24","article-title":"Adam: A method for stochastic optimization","volume":"abs 1412 6980","author":"kingma","year":"2014","journal-title":"CoRR"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D17-2017"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/S14-2036"},{"key":"ref25","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"}],"event":{"name":"2018 10th International Conference on Knowledge and Systems Engineering (KSE)","start":{"date-parts":[[2018,11,1]]},"location":"Ho Chi Minh City","end":{"date-parts":[[2018,11,3]]}},"container-title":["2018 10th International Conference on Knowledge and Systems Engineering (KSE)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8553666\/8573236\/08573340.pdf?arnumber=8573340","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,27]],"date-time":"2022-01-27T12:38:24Z","timestamp":1643287104000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8573340\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,11]]},"references-count":26,"URL":"https:\/\/doi.org\/10.1109\/kse.2018.8573340","relation":{},"subject":[],"published":{"date-parts":[[2018,11]]}}}