{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,13]],"date-time":"2026-07-13T18:51:17Z","timestamp":1783968677933,"version":"3.55.0"},"publisher-location":"New York, NY, USA","reference-count":47,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,7,6]],"date-time":"2022-07-06T00:00:00Z","timestamp":1657065600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,7,6]]},"DOI":"10.1145\/3477495.3531976","type":"proceedings-article","created":{"date-parts":[[2022,7,7]],"date-time":"2022-07-07T15:12:13Z","timestamp":1657206733000},"page":"301-311","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":11,"title":["Exploring Modular Task Decomposition in Cross-domain Named Entity Recognition"],"prefix":"10.1145","author":[{"given":"Xinghua","family":"Zhang","sequence":"first","affiliation":[{"name":"Institute of Information Engineering, Chinese Academy of Sciences &amp; University of Chinese Academy of Sciences, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bowen","family":"Yu","sequence":"additional","affiliation":[{"name":"Institute of Information Engineering, Chinese Academy of Sciences &amp; University of Chinese Academy of Sciences, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yubin","family":"Wang","sequence":"additional","affiliation":[{"name":"Institute of Information Engineering, Chinese Academy of Sciences &amp; University of Chinese Academy of Sciences, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tingwen","family":"Liu","sequence":"additional","affiliation":[{"name":"Institute of Information Engineering, Chinese Academy of Sciences &amp; University of Chinese Academy of Sciences, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Taoyu","family":"Su","sequence":"additional","affiliation":[{"name":"Institute of Information Engineering, Chinese Academy of Sciences &amp; University of Chinese Academy of Sciences, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hongbo","family":"Xu","sequence":"additional","affiliation":[{"name":"Institute of Information Engineering, Chinese Academy of Sciences &amp; University of Chinese Academy of Sciences, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2022,7,7]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W17-4419"},{"key":"e_1_3_2_2_2_1","volume-title":"33rd Conference on Neural Information Processing Systems (NeurIPS","author":"Berthelot David","year":"2019","unstructured":"David Berthelot , Nicholas Carlini , Ian Goodfellow , Avital Oliver , Nicolas Papernot , and Colin Raffel . 2019 . Mixmatch: A holistic approach to semi-supervised learning . In 33rd Conference on Neural Information Processing Systems (NeurIPS 2019). Curran Associates, Inc. David Berthelot, Nicholas Carlini, Ian Goodfellow, Avital Oliver, Nicolas Papernot, and Colin Raffel. 2019. Mixmatch: A holistic approach to semi-supervised learning. In 33rd Conference on Neural Information Processing Systems (NeurIPS 2019). Curran Associates, Inc."},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE53745.2022.00211"},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.emnlp-main.434"},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.findings-acl.3"},{"key":"e_1_3_2_2_6_1","volume-title":"Proceedings ofthe 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Association for Computational Linguistics, 4171--4186","author":"Devlin Jacob","year":"2019","unstructured":"Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2019 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding . In Proceedings ofthe 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Association for Computational Linguistics, 4171--4186 . Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In Proceedings ofthe 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Association for Computational Linguistics, 4171--4186."},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.emnlp-main.18"},{"key":"e_1_3_2_2_8_1","volume-title":"Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, 1677--1681","author":"Fetahu Besnik","year":"2021","unstructured":"Besnik Fetahu , Shervin Malmasi , Anjie Fang , and Oleg Rokhlenko . 2021 . Gazetteer Enhanced Named Entity Recognition for Code-Mixed WebQueries . In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, 1677--1681 . Besnik Fetahu, Shervin Malmasi, Anjie Fang, and Oleg Rokhlenko. 2021. Gazetteer Enhanced Named Entity Recognition for Code-Mixed WebQueries. In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, 1677--1681."},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3297280.3297378"},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/1571941.1571989"},{"key":"e_1_3_2_2_11_1","volume-title":"Adversarial Personalized Ranking for Recommendation. In 41st International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, 355--364","author":"He Xiangnan","year":"2018","unstructured":"Xiangnan He , Zhankui He , Xiaoyu Du , and Tat-Seng Chua . 2018 . Adversarial Personalized Ranking for Recommendation. In 41st International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, 355--364 . Xiangnan He, Zhankui He, Xiaoyu Du, and Tat-Seng Chua. 2018. Adversarial Personalized Ranking for Recommendation. In 41st International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, 355--364."},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-1236"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.524"},{"key":"e_1_3_2_2_14_1","volume-title":"Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing","author":"Kim Young-Bum","unstructured":"Young-Bum Kim , Karl Stratos , Ruhi Sarikaya , and Minwoo Jeong . 2015. New Transfer Learning Techniques for Disparate Label Sets . In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing . Association for Computational Linguistics , 473--482. Young-Bum Kim, Karl Stratos, Ruhi Sarikaya, and Minwoo Jeong. 2015. New Transfer Learning Techniques for Disparate Label Sets. In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing. Association for Computational Linguistics, 473--482."},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N16-1030"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3449995"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.acl-long.17"},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467067"},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-1129"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D18-1226"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.3"},{"key":"e_1_3_2_2_22_1","volume-title":"Proceedings of the AAAI Conference on Artificial Intelligence. Association for the Advancement of Artificial Intelligence, 13452--13460","author":"Liu Zihan","year":"2021","unstructured":"Zihan Liu , Yan Xu , Tiezheng Yu , Wenliang Dai , Ziwei Ji , Samuel Cahyawijaya , Andrea Madotto , and Pascale Fung . 2021 . CrossNER: Evaluating Cross-Domain Named Entity Recognition . In Proceedings of the AAAI Conference on Artificial Intelligence. Association for the Advancement of Artificial Intelligence, 13452--13460 . Zihan Liu, Yan Xu, Tiezheng Yu, Wenliang Dai, Ziwei Ji, Samuel Cahyawijaya, Andrea Madotto, and Pascale Fung. 2021. CrossNER: Evaluating Cross-Domain Named Entity Recognition. In Proceedings of the AAAI Conference on Artificial Intelligence. Association for the Advancement of Artificial Intelligence, 13452--13460."},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.emnlp-main.565"},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P18-1185"},{"key":"e_1_3_2_2_25_1","volume-title":"5th International Conference on Learning Representations.","author":"Miyato Takeru","year":"2017","unstructured":"Takeru Miyato , Andrew M Dai , and Ian Goodfellow . 2017 . Adversarial training methods for semi-supervised text classification . In 5th International Conference on Learning Representations. Takeru Miyato, Andrew M Dai, and Ian Goodfellow. 2017. Adversarial training methods for semi-supervised text classification. In 5th International Conference on Learning Representations."},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33019547"},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3463113"},{"key":"e_1_3_2_2_28_1","volume-title":"Proceedings of the BioNLP Shared Task 2013 Workshop.","author":"N\u00e9dellec Claire","unstructured":"Claire N\u00e9dellec , Robert Bossy , Jin-Dong Kim , and et al. 2013. Overview of BioNLP Shared Task 2013 . In Proceedings of the BioNLP Shared Task 2013 Workshop. Claire N\u00e9dellec, Robert Bossy, Jin-Dong Kim, and et al. 2013. Overview of BioNLP Shared Task 2013. In Proceedings of the BioNLP Shared Task 2013 Workshop."},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01386"},{"key":"e_1_3_2_2_30_1","volume-title":"Tjong Kim Sang and Fien De Meulder","author":"Erik","year":"2003","unstructured":"Erik F. Tjong Kim Sang and Fien De Meulder . 2003 . Introduction to the CoNLL-2003 Shared Task : Language-Independent Named Entity Recognition. In Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003-Volume 4. Association for Computational Linguistics , 142--147. Erik F. Tjong Kim Sang and Fien De Meulder. 2003. Introduction to the CoNLL-2003 Shared Task: Language-Independent Named Entity Recognition. In Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003-Volume 4. Association for Computational Linguistics, 142--147."},{"key":"e_1_3_2_2_31_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D18-1230"},{"key":"e_1_3_2_2_32_1","volume-title":"Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing","author":"Shen Yongliang","unstructured":"Yongliang Shen , Xinyin Ma , Zeqi Tan , Shuai Zhang , Wen Wang , and Weiming Lu. 2021. Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition . In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing . Association for Computational Linguistics , 2782--2794. Yongliang Shen, Xinyin Ma, Zeqi Tan, Shuai Zhang, Wen Wang, and Weiming Lu. 2021. Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition. In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing. Association for Computational Linguistics, 2782--2794."},{"key":"e_1_3_2_2_33_1","volume-title":"FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence. In 34th Conference on Neural Information Processing Systems (NeurIPS","author":"Sohn Kihyuk","year":"2020","unstructured":"Kihyuk Sohn , David Berthelot , Chun-Liang Li , Zizhao Zhang , Nicholas Carlini , Ekin D. Cubuk , Alex Kurakin , Han Zhang , and Colin Raffel . 2020 . FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence. In 34th Conference on Neural Information Processing Systems (NeurIPS 2020). Curran Associates, Inc., 596--608. Kihyuk Sohn, David Berthelot, Chun-Liang Li, Zizhao Zhang, Nicholas Carlini, Ekin D. Cubuk, Alex Kurakin, Han Zhang, and Colin Raffel. 2020. FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence. In 34th Conference on Neural Information Processing Systems (NeurIPS 2020). Curran Associates, Inc., 596--608."},{"key":"e_1_3_2_2_34_1","volume-title":"Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing","author":"Tong Meihan","unstructured":"Meihan Tong , Shuai Wang , Bin Xu , Yixin Cao , Minghui Liu , Lei Hou , and Juanzi Li. 2021. Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition . In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing . Association for Computational Linguistics , 6236--6247. Meihan Tong, Shuai Wang, Bin Xu, Yixin Cao, Minghui Liu, Lei Hou, and Juanzi Li. 2021. Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition. In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing. Association for Computational Linguistics, 6236--6247."},{"key":"e_1_3_2_2_35_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.750"},{"key":"e_1_3_2_2_36_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.findings-emnlp.139"},{"key":"e_1_3_2_2_37_1","volume-title":"Proceedings of NAACL-HLT","author":"Wang Zhenghui","year":"2018","unstructured":"Zhenghui Wang , Yanru Qu , Liheng Chen , Jian Shen , Weinan Zhang , Shaodian Zhang , Yimei Gao , Gen Gu , and et al. 2018. Label-aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition . In Proceedings of NAACL-HLT 2018 . Association for Computational Linguistics, 1--15. Zhenghui Wang, Yanru Qu, Liheng Chen, Jian Shen, Weinan Zhang, Shaodian Zhang, Yimei Gao, Gen Gu, and et al. 2018. Label-aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition. In Proceedings of NAACL-HLT 2018. Association for Computational Linguistics, 1--15."},{"key":"e_1_3_2_2_38_1","volume-title":"Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations. Association for Computational Linguistics, 38--45","author":"Wolf Thomas","unstructured":"Thomas Wolf , Lysandre Debut , Victor Sanh , Julien Chaumond , Clement Delangue , Anthony Moi , Pierric Cistac , Tim Rault , R\u00e9mi Louf , and et al. 2020. Transformers: State-of-the-Art Natural Language Processing . In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations. Association for Computational Linguistics, 38--45 . Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, R\u00e9mi Louf, and et al. 2020. Transformers: State-of-the-Art Natural Language Processing. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations. Association for Computational Linguistics, 38--45."},{"key":"e_1_3_2_2_39_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00350"},{"key":"e_1_3_2_2_40_1","volume-title":"Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)","author":"Yang Huiyun","unstructured":"Huiyun Yang , Shujian Huang , Xin-Yu Dai , and Jiajun Chen . 2019. Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation . In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) . Association for Computational Linguistics , 4197--4206. Huiyun Yang, Shujian Huang, Xin-Yu Dai, and Jiajun Chen. 2019. Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation. In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). Association for Computational Linguistics, 4197--4206."},{"key":"e_1_3_2_2_41_1","doi-asserted-by":"publisher","DOI":"10.31193\/ssap.01.9787520107174"},{"key":"e_1_3_2_2_42_1","volume-title":"Proceedings of the 27th International Conference on Neural Information Processing Systems. Curran Associates, Inc., 3320--3328","author":"Yosinski Jason","year":"2014","unstructured":"Jason Yosinski , Jeff Clune , Yoshua Bengio , and Hod Lipson . 2014 . How transferable are features in deep neural networks? . In Proceedings of the 27th International Conference on Neural Information Processing Systems. Curran Associates, Inc., 3320--3328 . Jason Yosinski, Jeff Clune, Yoshua Bengio, and Hod Lipson. 2014. How transferable are features in deep neural networks?. In Proceedings of the 27th International Conference on Neural Information Processing Systems. Curran Associates, Inc., 3320--3328."},{"key":"e_1_3_2_2_43_1","volume-title":"24th European Conference on Artificial Intelligence (ECAI).","author":"Yu Bowen","unstructured":"Bowen Yu , Zhenyu Zhang , Xiaobo Shu , Tingwen Liu , and et al. 2020. Joint Extraction of Entities and Relations Based on a Novel Decomposition Strategy . In 24th European Conference on Artificial Intelligence (ECAI). Bowen Yu, Zhenyu Zhang, Xiaobo Shu, Tingwen Liu, and et al. 2020. Joint Extraction of Entities and Relations Based on a Novel Decomposition Strategy. In 24th European Conference on Artificial Intelligence (ECAI)."},{"key":"e_1_3_2_2_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467057"},{"key":"e_1_3_2_2_45_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.emnlp-main.442"},{"key":"e_1_3_2_2_46_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-1336"},{"key":"e_1_3_2_2_47_1","unstructured":"Xingyi Zhou Dequan Wang and Philipp Krahenbuhl. 2019 a. Objects as points. In arXiv:1904.07850.  Xingyi Zhou Dequan Wang and Philipp Krahenbuhl. 2019 a. Objects as points. In arXiv:1904.07850."}],"event":{"name":"SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval","location":"Madrid Spain","acronym":"SIGIR '22","sponsor":["SIGIR ACM Special Interest Group on Information Retrieval"]},"container-title":["Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3477495.3531976","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3477495.3531976","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T18:10:20Z","timestamp":1750183820000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3477495.3531976"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7,6]]},"references-count":47,"alternative-id":["10.1145\/3477495.3531976","10.1145\/3477495"],"URL":"https:\/\/doi.org\/10.1145\/3477495.3531976","relation":{},"subject":[],"published":{"date-parts":[[2022,7,6]]},"assertion":[{"value":"2022-07-07","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}