{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,30]],"date-time":"2026-01-30T05:38:24Z","timestamp":1769751504077,"version":"3.49.0"},"publisher-location":"Cham","reference-count":13,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030726560","type":"print"},{"value":"9783030726577","type":"electronic"}],"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\/978-3-030-72657-7_26","type":"book-chapter","created":{"date-parts":[[2021,4,22]],"date-time":"2021-04-22T13:04:28Z","timestamp":1619096668000},"page":"270-280","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["W-core Transformer Model for Chinese Word Segmentation"],"prefix":"10.1007","author":[{"given":"Hai","family":"Lin","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lina","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Patrick Shen-Pei","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,4,23]]},"reference":[{"issue":"04","key":"26_CR1","first-page":"888","volume":"41","author":"T Jiang","year":"2020","unstructured":"Jiang, T., Lu, Y., Zhang, J., Hong, J.: Application of unsupervised word segmentation algorithm in new word recognition. Small Microcomput. Syst. 41(04), 888\u2013892 (2020)","journal-title":"Small Microcomput. Syst."},{"issue":"04","key":"26_CR2","first-page":"100","volume":"4","author":"DY Zhang","year":"2020","unstructured":"Zhang, D.Y., Cui, Z.J., Li, Y.X., Zhang, W., Lin, H.F.: Noun metaphor recognition based on transformer and BERT. Data Anal. Knowl. Discov. 4(04), 100\u2013108 (2020)","journal-title":"Data Anal. Knowl. Discov."},{"key":"26_CR3","unstructured":"Yu, C., Wang, M., Lin, H., Zhu, X., Huang, T., An, L.: Comparative study of vocabulary representation models based on deep learning. Data Anal. Knowl. Discov. 1\u201319"},{"key":"26_CR4","unstructured":"Huang, D.: Chinese word segmentation and keyword extraction model based on deep learning. Master, Beijing University of Posts and Telecommunications (2019)"},{"key":"26_CR5","unstructured":"Ren, W., Xu, H.Y., Feng, S.L., Zhou, H., Shi, J.: Sequence annotation Chinese word segmentation based on LSTM network. Comput. Appl. Res. 34(05), 1321\u20131324+1341 (2017)"},{"issue":"3","key":"26_CR6","doi-asserted-by":"publisher","first-page":"e14830","DOI":"10.2196\/14830","volume":"7","author":"F Li","year":"2019","unstructured":"Li, F., Jin, Y., Liu, W., Rawat, B.P.S., Cai, P., Yu, H.: Fine-tuning bidirectional encoder representations from transformers (BERT)-based models on large-scale electronic health record notes: an empirical study. JMIR Med. Inf. 7(3), e14830 (2019)","journal-title":"JMIR Med. Inf."},{"key":"26_CR7","unstructured":"Yang, B., Li, D., Yang, N.: Intelligent judicial research based on BERT sentence embedding and multi-level attention CNNs. In: Proceedings of 2019 2nd International Conference on Information Science and Electronic Technology (ISET 2019), p. 7. International Informatization and Engineering Associations, Taiyuan (2019)"},{"issue":"04","key":"26_CR8","first-page":"87","volume":"40","author":"ZR Zhang","year":"2017","unstructured":"Zhang, Z.R., Liu, Y.: based on BI-LSTM-CRF model of Chinese word segmentation. J. Changchun Univ. Sci. Technol. (Nat. Sci. Edn.) 40(04), 87\u201392 (2017)","journal-title":"J. Changchun Univ. Sci. Technol. (Nat. Sci. Edn.)"},{"key":"26_CR9","unstructured":"Mu, R.W.: Research and analysis of Chinese word segmentation based on GRU neural network and CRF. Master, South China University of Technology (2018)"},{"key":"26_CR10","doi-asserted-by":"crossref","unstructured":"SiChen, L.: A neural network based text classification with attention mechanism. In: Proceedings of IEEE 7th International Conference on Computer Science and Network Technology (ICCSNT 2019), p. 6. IEEE Dalian Jiaotong University (Dalian Jiaotong University) Ritsumeikan University,Japan Shenyang University of Technology Liaoning Province Software Industry School-Enterprise Alliance, Dalian (2019)","DOI":"10.1109\/ICCSNT47585.2019.8962513"},{"issue":"10","key":"26_CR11","first-page":"125","volume":"43","author":"X Xiong","year":"2020","unstructured":"Xiong, X., Yan, P.M.: Chinese classification method of combining multi-head self-attention mechanism. Electron. Meas. Technol. 43(10), 125\u2013130 (2020)","journal-title":"Electron. Meas. Technol."},{"key":"26_CR12","doi-asserted-by":"publisher","first-page":"25","DOI":"10.1016\/j.neucom.2019.09.024","volume":"375","author":"T Huang","year":"2020","unstructured":"Huang, T., Deng, Z.-H., Shen, G., Chen, X.: A window-based self-attention approach for sentence encoding. Neurocomputing 375, 25\u201331 (2020)","journal-title":"Neurocomputing"},{"key":"26_CR13","doi-asserted-by":"publisher","first-page":"366","DOI":"10.1016\/j.neucom.2019.07.052","volume":"363","author":"B Guo","year":"2019","unstructured":"Guo, B., Zhang, C., Liu, J., Ma, X.: Improving text classification with weighted word embeddings via a multi-channel TextCNN model. Neurocomputing 363, 366\u2013374 (2019)","journal-title":"Neurocomputing"}],"container-title":["Advances in Intelligent Systems and Computing","Trends and Applications in Information Systems and Technologies"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-72657-7_26","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,22]],"date-time":"2021-04-22T13:33:05Z","timestamp":1619098385000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-72657-7_26"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030726560","9783030726577"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-72657-7_26","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"value":"2194-5357","type":"print"},{"value":"2194-5365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"23 April 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"WorldCIST","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"World Conference on Information Systems and Technologies","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Terceira Island","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Portugal","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":"30 March 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2 April 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"worldcist2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/worldcist.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}