{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T08:53:10Z","timestamp":1763196790167,"version":"3.45.0"},"publisher-location":"Singapore","reference-count":30,"publisher":"Springer Nature Singapore","isbn-type":[{"value":"9789819533480","type":"print"},{"value":"9789819533497","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,11,16]],"date-time":"2025-11-16T00:00:00Z","timestamp":1763251200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,11,16]],"date-time":"2025-11-16T00:00:00Z","timestamp":1763251200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-981-95-3349-7_15","type":"book-chapter","created":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T08:50:02Z","timestamp":1763196602000},"page":"188-201","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Continual Learning for\u00a0Multilingual Neural Machine Translation via\u00a0Meta-Contrastive Memory Replay"],"prefix":"10.1007","author":[{"given":"Lin","family":"Zhou","sequence":"first","affiliation":[]},{"given":"Degen","family":"Huang","sequence":"additional","affiliation":[]},{"given":"Junpeng","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Fengran","family":"Mo","sequence":"additional","affiliation":[]},{"given":"Kaiyu","family":"Huang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,11,16]]},"reference":[{"key":"15_CR1","unstructured":"Arivazhagan, N., et\u00a0al.: Massively multilingual neural machine translation in the wild: findings and challenges. arXiv preprint arXiv:1907.05019 (2019)"},{"key":"15_CR2","doi-asserted-by":"crossref","unstructured":"Bapna, A., Arivazhagan, N., Firat, O.: Simple, scalable adaptation for neural machine translation. In: EMNLP-IJCNLP, pp. 1538\u20131548 (2019)","DOI":"10.18653\/v1\/N19-1191"},{"key":"15_CR3","doi-asserted-by":"crossref","unstructured":"Bapna, A., Firat, O.: Non-parametric adaptation for neural machine translation. In: NAACL, pp. 1921\u20131931 (2019)","DOI":"10.18653\/v1\/N19-1191"},{"key":"15_CR4","doi-asserted-by":"crossref","unstructured":"Beaulieu, S., et al.: Learning to continually learn. In: ECAI, pp. 992\u20131001. IOS Press (2020)","DOI":"10.3233\/FAIA200193"},{"key":"15_CR5","doi-asserted-by":"crossref","unstructured":"Bojar, O., et\u00a0al.: Proceedings of the third conference on machine translation. In: Proceedings of the Third Conference on Machine Translation: Research Papers (2018)","DOI":"10.18653\/v1\/W18-6401"},{"key":"15_CR6","doi-asserted-by":"crossref","unstructured":"Cao, Y., Wei, H.R., Chen, B., Wan, X.: Continual learning for neural machine translation. In: NAACL, pp. 3964\u20133974 (2021)","DOI":"10.18653\/v1\/2021.naacl-main.310"},{"issue":"1","key":"15_CR7","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1016\/S0734-189X(87)80014-2","volume":"37","author":"GA Carpenter","year":"1987","unstructured":"Carpenter, G.A., Grossberg, S.: A massively parallel architecture for a self-organizing neural pattern recognition machine. Comput. Vision Graph. Image Process. 37(1), 54\u2013115 (1987)","journal-title":"Comput. Vision Graph. Image Process."},{"key":"15_CR8","doi-asserted-by":"crossref","unstructured":"Chu, C., Dabre, R., Kurohashi, S.: An empirical comparison of domain adaptation methods for neural machine translation. In: ACL, pp. 385\u2013391 (2017)","DOI":"10.18653\/v1\/P17-2061"},{"key":"15_CR9","unstructured":"Costa-Juss\u00e0, M.R., et\u00a0al.: No language left behind: scaling human-centered machine translation. arXiv preprint arXiv:2207.04672 (2022)"},{"issue":"107","key":"15_CR10","first-page":"1","volume":"22","author":"A Fan","year":"2021","unstructured":"Fan, A., et al.: Beyond English-centric multilingual machine translation. J. Mach. Learn. Res. 22(107), 1\u201348 (2021)","journal-title":"J. Mach. Learn. Res."},{"key":"15_CR11","doi-asserted-by":"crossref","unstructured":"Feyisetan, O., Balle, B., Drake, T., Diethe, T.: Privacy-and utility-preserving textual analysis via calibrated multivariate perturbations. In: WSDM, pp. 178\u2013186 (2020)","DOI":"10.1145\/3336191.3371856"},{"key":"15_CR12","unstructured":"Finn, C., Abbeel, P., Levine, S.: Model-agnostic meta-learning for fast adaptation of deep networks. In: ICML, pp. 1126\u20131135 (2017)"},{"key":"15_CR13","doi-asserted-by":"crossref","unstructured":"Garcia, X., Constant, N., Parikh, A.P., Firat, O.: Towards continual learning for multilingual machine translation via vocabulary substitution. arXiv preprint arXiv:2103.06799 (2021)","DOI":"10.18653\/v1\/2021.naacl-main.93"},{"key":"15_CR14","doi-asserted-by":"crossref","unstructured":"Gu, S., Hu, B., Feng, Y.: Continual learning of neural machine translation within low forgetting risk regions. In: EMNLP, pp. 1707\u20131718 (2022)","DOI":"10.18653\/v1\/2022.emnlp-main.111"},{"key":"15_CR15","unstructured":"Gupta, G., Yadav, K., Paull, L.: La-maml: look-ahead meta learning for continual learning. In: NeurIPS (2020)"},{"key":"15_CR16","doi-asserted-by":"crossref","unstructured":"Huang, K., Li, P., Ma, J., Yao, T., Liu, Y.: Knowledge transfer in incremental learning for multilingual neural machine translation. In: ACL, pp. 15286\u201315304 (2023)","DOI":"10.18653\/v1\/2023.acl-long.852"},{"key":"15_CR17","unstructured":"Kinga, D., Adam, J.B., et\u00a0al.: Adam: a method for stochastic optimization. In: ICLR (2015)"},{"issue":"13","key":"15_CR18","doi-asserted-by":"publisher","first-page":"3521","DOI":"10.1073\/pnas.1611835114","volume":"114","author":"J Kirkpatrick","year":"2017","unstructured":"Kirkpatrick, J., et al.: Overcoming catastrophic forgetting in neural networks. Proc. Natl. Acad. Sci. 114(13), 3521\u20133526 (2017)","journal-title":"Proc. Natl. Acad. Sci."},{"key":"15_CR19","doi-asserted-by":"crossref","unstructured":"Liang, J., Zhao, C., Wang, M., Qiu, X., Li, L.: Finding sparse structures for domain specific neural machine translation. In: AAAI, pp. 13333\u201313342 (2021)","DOI":"10.1609\/aaai.v35i15.17574"},{"key":"15_CR20","doi-asserted-by":"crossref","unstructured":"Liu, J., Huang, K., Li, J., Liu, H., Su, J., Huang, D.: Adaptive token-level cross-lingual feature mixing for multilingual neural machine translation. In: EMNLP, pp. 10097\u201310113 (2022)","DOI":"10.18653\/v1\/2022.emnlp-main.687"},{"key":"15_CR21","unstructured":"Luong, M.T., Manning, C.D.: Stanford neural machine translation systems for spoken language domains. In: IWSLT, pp. 76\u201379 (2015)"},{"key":"15_CR22","unstructured":"de\u00a0Masson\u00a0D\u2019Autume, C., Ruder, S., Kong, L., Yogatama, D.: Episodic memory in lifelong language learning. In: NeurIPS (2019)"},{"key":"15_CR23","doi-asserted-by":"crossref","unstructured":"Ott, M., et al.: fairseq: a fast, extensible toolkit for sequence modeling. arXiv preprint arXiv:1904.01038 (2019)","DOI":"10.18653\/v1\/N19-4009"},{"key":"15_CR24","unstructured":"Peng, W., Huang, C., Li, T., Chen, Y., Liu, Q.: Dictionary-based data augmentation for cross-domain neural machine translation. arXiv preprint arXiv:2004.02577 (2020)"},{"key":"15_CR25","unstructured":"Riemer, M., et al.: Learning to learn without forgetting by maximizing transfer and minimizing interference. arXiv preprint arXiv:1810.11910 (2018)"},{"key":"15_CR26","doi-asserted-by":"crossref","unstructured":"Shao, C., Feng, Y.: Overcoming catastrophic forgetting beyond continual learning: balanced training for neural machine translation. In: ACL, pp. 2023\u20132036 (2022)","DOI":"10.18653\/v1\/2022.acl-long.143"},{"key":"15_CR27","unstructured":"Sun, F.K., Ho, C.H., Lee, H.Y.: Lamol: language modeling for lifelong language learning. arXiv preprint arXiv:1909.03329 (2019)"},{"key":"15_CR28","unstructured":"Tang, Y., et al.: Multilingual translation with extensible multilingual pretraining and finetuning. arXiv preprint arXiv:2008.00401 (2020)"},{"key":"15_CR29","unstructured":"Vaswani, A., et al.: Attention is all you need. In: NeurIPS (2017)"},{"key":"15_CR30","doi-asserted-by":"crossref","unstructured":"Zhang, Y., Li, P., Sun, M., Liu, Y.: Continual knowledge distillation for neural machine translation. In: ACL, pp. 7978\u20137996 (2023)","DOI":"10.18653\/v1\/2023.acl-long.443"}],"container-title":["Lecture Notes in Computer Science","Natural Language Processing and Chinese Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-95-3349-7_15","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T08:50:09Z","timestamp":1763196609000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-95-3349-7_15"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,16]]},"ISBN":["9789819533480","9789819533497"],"references-count":30,"URL":"https:\/\/doi.org\/10.1007\/978-981-95-3349-7_15","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,11,16]]},"assertion":[{"value":"16 November 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"NLPCC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"CCF International Conference on Natural Language Processing and Chinese Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Urumqi","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 August 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9 August 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"nlpcc2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/tcci.ccf.org.cn\/conference\/2025\/index.php","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}