{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T11:40:02Z","timestamp":1755862802618,"version":"3.44.0"},"publisher-location":"New York, NY, USA","reference-count":25,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,2,2]],"date-time":"2024-02-02T00:00:00Z","timestamp":1706832000000},"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":[[2024,2,2]]},"DOI":"10.1145\/3651671.3651725","type":"proceedings-article","created":{"date-parts":[[2024,6,7]],"date-time":"2024-06-07T18:55:50Z","timestamp":1717786550000},"page":"562-567","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Chinese Named Entity Recognition in the Ship News Field Based on Adversarial Transfer Learning"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-8954-6737","authenticated-orcid":false,"given":"Zhihong","family":"Zhu","sequence":"first","affiliation":[{"name":"School of Computer Science and Technology, Guangdong University of Technology, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5098-6459","authenticated-orcid":false,"given":"Weiwen","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Guangdong University of Technology, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6568-5117","authenticated-orcid":false,"given":"Hongbin","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Guangdong University of Technology, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8213-041X","authenticated-orcid":false,"given":"Lianglun","family":"Cheng","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Guangdong University of Technology, China"}]}],"member":"320","published-online":{"date-parts":[[2024,6,7]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D18-1017"},{"key":"e_1_3_2_1_2_1","volume-title":"Diverse and High-Quality Data Augmentation Using GPT for Named Entity Recognition. In International Conference on Neural Information Processing. Springer, 272\u2013283","author":"Chen Huanlei","year":"2022","unstructured":"Huanlei Chen, Weiwen Zhang, Lianglun Cheng, and Haiming Ye. 2022. Diverse and High-Quality Data Augmentation Using GPT for Named Entity Recognition. In International Conference on Neural Information Processing. Springer, 272\u2013283."},{"key":"e_1_3_2_1_3_1","volume-title":"ARTICLE","author":"Collobert Ronan","year":"2011","unstructured":"Ronan Collobert, Jason Weston, L\u00e9on Bottou, Michael Karlen, Koray Kavukcuoglu, and Pavel Kuksa. 2011. Natural language processing (almost) from scratch. Journal of machine learning research 12, ARTICLE (2011), 2493\u20132537."},{"key":"e_1_3_2_1_4_1","volume-title":"Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805","author":"Devlin Jacob","year":"2018","unstructured":"Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018. Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018)."},{"key":"e_1_3_2_1_5_1","volume-title":"International conference on machine learning. PMLR, 1180\u20131189","author":"Ganin Yaroslav","year":"2015","unstructured":"Yaroslav Ganin and Victor Lempitsky. 2015. Unsupervised domain adaptation by backpropagation. In International conference on machine learning. PMLR, 1180\u20131189."},{"key":"e_1_3_2_1_6_1","volume-title":"Generative adversarial nets. Advances in neural information processing systems 27","author":"Goodfellow Ian","year":"2014","unstructured":"Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio. 2014. Generative adversarial nets. Advances in neural information processing systems 27 (2014)."},{"key":"e_1_3_2_1_7_1","volume-title":"F-score driven max margin neural network for named entity recognition in Chinese social media. arXiv preprint arXiv:1611.04234","author":"He Hangfeng","year":"2016","unstructured":"Hangfeng He and Xu Sun. 2016. F-score driven max margin neural network for named entity recognition in Chinese social media. arXiv preprint arXiv:1611.04234 (2016)."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICIS54925.2022.9882514"},{"key":"e_1_3_2_1_9_1","unstructured":"John Lafferty Andrew McCallum and Fernando\u00a0CN Pereira. 2001. Conditional random fields: Probabilistic models for segmenting and labeling sequence data. (2001)."},{"key":"e_1_3_2_1_10_1","volume-title":"Neural architectures for named entity recognition. arXiv preprint arXiv:1603.01360","author":"Lample Guillaume","year":"2016","unstructured":"Guillaume Lample, Miguel Ballesteros, Sandeep Subramanian, Kazuya Kawakami, and Chris Dyer. 2016. Neural architectures for named entity recognition. arXiv preprint arXiv:1603.01360 (2016)."},{"key":"e_1_3_2_1_11_1","volume-title":"Backpropagation applied to handwritten zip code recognition. Neural computation 1, 4","author":"LeCun Yann","year":"1989","unstructured":"Yann LeCun, Bernhard Boser, John\u00a0S Denker, Donnie Henderson, Richard\u00a0E Howard, Wayne Hubbard, and Lawrence\u00a0D Jackel. 1989. Backpropagation applied to handwritten zip code recognition. Neural computation 1, 4 (1989), 541\u2013551."},{"key":"e_1_3_2_1_12_1","volume-title":"Proceedings of the Fifth SIGHAN workshop on Chinese language processing. 108\u2013117","author":"Levow Gina-Anne","year":"2006","unstructured":"Gina-Anne Levow. 2006. The third international Chinese language processing bakeoff: Word segmentation and named entity recognition. In Proceedings of the Fifth SIGHAN workshop on Chinese language processing. 108\u2013117."},{"key":"e_1_3_2_1_13_1","volume-title":"A unified MRC framework for named entity recognition. arXiv preprint arXiv:1910.11476","author":"Li Xiaoya","year":"2019","unstructured":"Xiaoya Li, Jingrong Feng, Yuxian Meng, Qinghong Han, Fei Wu, and Jiwei Li. 2019. A unified MRC framework for named entity recognition. arXiv preprint arXiv:1910.11476 (2019)."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.611"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-1524"},{"key":"e_1_3_2_1_16_1","volume-title":"Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies","volume":"1","author":"Liu Wei","year":"2019","unstructured":"Wei Liu, Tongge Xu, Qinghua Xu, Jiayu Song, and Yueran Zu. 2019. An encoding strategy based word-character LSTM for Chinese NER. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers). 2379\u20132389."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.528"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.socialnlp-1.8"},{"key":"e_1_3_2_1_19_1","volume-title":"Efficient estimation of word representations in vector space. arXiv preprint arXiv:1301.3781","author":"Mikolov Tomas","year":"2013","unstructured":"Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. 2013. Efficient estimation of word representations in vector space. arXiv preprint arXiv:1301.3781 (2013)."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P16-2025"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P18-1096"},{"key":"e_1_3_2_1_22_1","volume-title":"Named Entity Recognition Based on BERT-BiLSTM-SPAN in Low Resource Scenarios. In 2023 15th International Conference on Computer Research and Development (ICCRD). IEEE, 32\u201337","author":"Weng Maobin","year":"2023","unstructured":"Maobin Weng and Weiwen Zhang. 2023. Named Entity Recognition Based on BERT-BiLSTM-SPAN in Low Resource Scenarios. In 2023 15th International Conference on Computer Research and Development (ICCRD). IEEE, 32\u201337."},{"key":"e_1_3_2_1_23_1","volume-title":"Bag of Tricks for Chinese Named Entity Recognition. In 2021 International Joint Conference on Neural Networks (IJCNN). IEEE, 1\u20138.","author":"Xiao Yao","year":"2021","unstructured":"Yao Xiao, Jingbo Peng, Luoyi Fu, and Haisong Zhang. 2021. Bag of Tricks for Chinese Named Entity Recognition. In 2021 International Joint Conference on Neural Networks (IJCNN). IEEE, 1\u20138."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P18-1144"},{"key":"e_1_3_2_1_25_1","volume-title":"Dual adversarial transfer for sequence labeling","author":"Zhou Joey\u00a0Tianyi","year":"2019","unstructured":"Joey\u00a0Tianyi Zhou, Hao Zhang, Di Jin, and Xi Peng. 2019. Dual adversarial transfer for sequence labeling. IEEE transactions on pattern analysis and machine intelligence 43, 2 (2019), 434\u2013446."}],"event":{"name":"ICMLC 2024: 2024 16th International Conference on Machine Learning and Computing","acronym":"ICMLC 2024","location":"Shenzhen China"},"container-title":["Proceedings of the 2024 16th International Conference on Machine Learning and Computing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3651671.3651725","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3651671.3651725","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T11:20:09Z","timestamp":1755861609000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3651671.3651725"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,2,2]]},"references-count":25,"alternative-id":["10.1145\/3651671.3651725","10.1145\/3651671"],"URL":"https:\/\/doi.org\/10.1145\/3651671.3651725","relation":{},"subject":[],"published":{"date-parts":[[2024,2,2]]},"assertion":[{"value":"2024-06-07","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}