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Asian Low-Resour. Lang. Inf. Process."],"published-print":{"date-parts":[[2024,12,31]]},"abstract":"<jats:p>Aspect-based Sentiment Analysis (ABSA) comprises numerous subtasks including aspect term extraction (AE), opinion term extraction (OE), opinion pair extraction (PE), and triplet extraction (TE). Current research in Chinese ABSA primarily concentrates on aspect terms and sentiment polarity, with insufficient emphasis on opinion terms. This article aims to provide a viable solution for the unannotated Chinese ABSA subtasks such as OE, PE, and TE. First, we develop an English-Chinese parallel dataset for ABSA using a semi-automatic process involving machine translation and a word aligner. Second, we examine the efficacy of cross-lingual transfer methods. Third, we propose a plug-and-play transfer method based on sememe knowledge. Sememes are the language-independent smallest semantic units that encapsulate the components, commonalities, and attributes of things extracted from the real world, which can bridge the gap between English and Chinese. Experimental results show that our proposed method brings significant improvements for Chinese ABSA, and achieves a maximum increase of 8% on the F1 metric for model transfer and label transfer on OE, PE, and TE.<\/jats:p>","DOI":"10.1145\/3691342","type":"journal-article","created":{"date-parts":[[2024,9,21]],"date-time":"2024-09-21T09:49:05Z","timestamp":1726912145000},"page":"1-22","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["Improving Cross-lingual Aspect-based Sentiment Analysis with Sememe Bridge"],"prefix":"10.1145","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2800-4508","authenticated-orcid":false,"given":"Yijiang","family":"Liu","sequence":"first","affiliation":[{"name":"Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China and Huawei Terminal Cloud Services Xiaoyi Business Department, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1816-1761","authenticated-orcid":false,"given":"Fei","family":"Li","sequence":"additional","affiliation":[{"name":"Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9613-5927","authenticated-orcid":false,"given":"Donghong","family":"Ji","sequence":"additional","affiliation":[{"name":"Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2024,11,23]]},"reference":[{"key":"e_1_3_2_2_2","first-page":"372","volume-title":"Proceedings of CoNLL","author":"Ahmad Wasi Uddin","year":"2019","unstructured":"Wasi Uddin Ahmad, Zhisong Zhang, Xuezhe Ma, Kai-Wei Chang, and Nanyun Peng. 2019. 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In International Workshop on Semantic Evaluation. 19\u201330."},{"key":"e_1_3_2_46_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/S15-2082"},{"key":"e_1_3_2_47_2","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/S14-2004"},{"key":"e_1_3_2_48_2","first-page":"1118","volume-title":"Proceedings of ACL","author":"Prettenhofer Peter","year":"2010","unstructured":"Peter Prettenhofer and Benno Stein. 2010. Cross-language text classification using structural correspondence learning. In Proceedings of ACL. 1118\u20131127."},{"key":"e_1_3_2_49_2","first-page":"8624","volume-title":"Proceedings of AAAI","author":"Qi Fanchao","year":"2020","unstructured":"Fanchao Qi, Liang Chang, Maosong Sun, Sicong Ouyang, and Zhiyuan Liu. 2020. Towards building a multilingual sememe knowledge base: Predicting sememes for BabelNet synsets. In Proceedings of AAAI. 8624\u20138631."},{"key":"e_1_3_2_50_2","article-title":"OpenHowNet: An open sememe-based lexical knowledge base","author":"Qi Fanchao","year":"2019","unstructured":"Fanchao Qi, Chenghao Yang, Zhiyuan Liu, Qiang Dong, Maosong Sun, and Zhendong Dong. 2019. OpenHowNet: An open sememe-based lexical knowledge base. arXiv preprint arXiv:1901.09957 (2019).","journal-title":"arXiv preprint arXiv:1901.09957"},{"key":"e_1_3_2_51_2","first-page":"6838","volume-title":"Proceedings of COLING","author":"Ramponi Alan","year":"2020","unstructured":"Alan Ramponi and Barbara Plank. 2020. Neural unsupervised domain adaptation in NLP - A survey. In Proceedings of COLING. 6838\u20136855."},{"key":"e_1_3_2_52_2","volume-title":"Proceedings of CoNLL","author":"Sang Erik F. Tjong Kim","year":"2002","unstructured":"Erik F. Tjong Kim Sang. 2002. Introduction to the CoNLL-2002 shared task: Language-independent named entity recognition. 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