{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,9]],"date-time":"2026-07-09T13:14:57Z","timestamp":1783602897604,"version":"3.55.0"},"publisher-location":"Singapore","reference-count":22,"publisher":"Springer Nature Singapore","isbn-type":[{"value":"9789819533428","type":"print"},{"value":"9789819533435","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,11,23]],"date-time":"2025-11-23T00:00:00Z","timestamp":1763856000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,11,23]],"date-time":"2025-11-23T00:00:00Z","timestamp":1763856000000},"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\/978-981-95-3343-5_12","type":"book-chapter","created":{"date-parts":[[2025,11,22]],"date-time":"2025-11-22T06:31:07Z","timestamp":1763793067000},"page":"146-159","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["An Adaptive Semantic-Aware Fusion Method for\u00a0Multimodal Entity Linking"],"prefix":"10.1007","author":[{"given":"Hao","family":"Xu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yongxiu","family":"Xu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xinkui","family":"Lin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hongbo","family":"Xu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yubin","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gaopeng","family":"Gou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2025,11,23]]},"reference":[{"key":"12_CR1","doi-asserted-by":"crossref","unstructured":"Adjali, O., Besan\u00e7on, R., Ferret, O., Le\u00a0Borgne, H., Grau, B.: Multimodal entity linking for tweets. In: Advances in Information Retrieval: 42nd European Conference on IR Research, ECIR 2020, Berlin, Heidelberg (2020)","DOI":"10.1007\/978-3-030-45439-5_31"},{"key":"12_CR2","doi-asserted-by":"crossref","unstructured":"Adjali, O., Besan\u00e7on, R., Ferret, O., Le Borgne, H., Grau, B.: Building a multimodal entity linking dataset from tweets. In: European Language Resources Association, Marseille, France (2020)","DOI":"10.1007\/978-3-030-45439-5_31"},{"key":"12_CR3","unstructured":"Devlin, J., Chang, M.W., Lee, K., Toutanova, K.: BERT: pre-training of deep bidirectional transformers for language understanding. In: Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics. Minneapolis, Minnesota (2019)"},{"key":"12_CR4","unstructured":"Dosovitskiy, A., et al.: An image is worth 16x16 words: transformers for image recognition at scale (2021). https:\/\/arxiv.org\/abs\/2010.11929"},{"key":"12_CR5","doi-asserted-by":"crossref","unstructured":"He, K., Fan, H., Wu, Y., Xie, S., Girshick, R.: Momentum contrast for unsupervised visual representation learning (2020). https:\/\/arxiv.org\/abs\/1911.05722","DOI":"10.1109\/CVPR42600.2020.00975"},{"key":"12_CR6","doi-asserted-by":"crossref","unstructured":"Le-Khac, P.H., Healy, G., Smeaton, A.F.: Contrastive representation learning: a framework and review. IEEE Access 193907\u2013193934 (2020)","DOI":"10.1109\/ACCESS.2020.3031549"},{"key":"12_CR7","unstructured":"Loshchilov, I., Hutter, F.: Decoupled weight decay regularization (2019). https:\/\/arxiv.org\/abs\/1711.05101"},{"key":"12_CR8","doi-asserted-by":"crossref","unstructured":"Luo, P., Xu, T., Wu, S., Zhu, C., Xu, L., Chen, E.: Multi-grained multimodal interaction network for entity linking. In: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, New York, NY, USA (2023)","DOI":"10.1145\/3580305.3599439"},{"key":"12_CR9","doi-asserted-by":"crossref","unstructured":"Moon, S., Neves, L., Carvalho, V.: Multimodal named entity disambiguation for noisy social media posts. Association for Computational Linguistics, Melbourne (2018)","DOI":"10.18653\/v1\/P18-1186"},{"key":"12_CR10","unstructured":"van\u00a0den Oord, A., Li, Y., Vinyals, O.: Representation learning with contrastive predictive coding (2019). https:\/\/arxiv.org\/abs\/1807.03748"},{"key":"12_CR11","unstructured":"Radford, A., et\u00a0al.: Learning transferable visual models from natural language supervision (2021). https:\/\/arxiv.org\/abs\/2103.00020"},{"key":"12_CR12","unstructured":"Song, S., et al.: A dual-way enhanced framework from text matching point of view for multimodal entity linking (2024). https:\/\/arxiv.org\/abs\/2312.11816"},{"key":"12_CR13","unstructured":"Vaswani, A., et al.: Attention is all you need (2023). https:\/\/arxiv.org\/abs\/1706.03762"},{"key":"12_CR14","doi-asserted-by":"crossref","unstructured":"Wang, L., Zhang, C., Xu, H., Xu, Y., Xu, X., Wang, S.: Cross-modal contrastive learning for multimodal fake news detection. In: Proceedings of the 31st ACM International Conference on Multimedia, MM \u201923. ACM (2023)","DOI":"10.1145\/3581783.3613850"},{"key":"12_CR15","doi-asserted-by":"crossref","unstructured":"Wang, P., Wu, J., Chen, X.: Multimodal entity linking with gated hierarchical fusion and contrastive training. In: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (2022)","DOI":"10.1145\/3477495.3531867"},{"key":"12_CR16","doi-asserted-by":"crossref","unstructured":"Wang, S., et al.: Benchmarking diverse-modal entity linking with generative models. In: Findings of the Association for Computational Linguistics (2023)","DOI":"10.18653\/v1\/2023.findings-acl.497"},{"key":"12_CR17","doi-asserted-by":"crossref","unstructured":"Wang, X., et al.: WikiDiverse: a multimodal entity linking dataset with diversified contextual topics and entity types. In: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, Dublin, Ireland (2022)","DOI":"10.18653\/v1\/2022.acl-long.328"},{"key":"12_CR18","doi-asserted-by":"crossref","unstructured":"Wu, L., Petroni, F., Josifoski, M., Riedel, S., Zettlemoyer, L.: Scalable zero-shot entity linking with dense entity retrieval. In: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) (2020)","DOI":"10.18653\/v1\/2020.emnlp-main.519"},{"key":"12_CR19","doi-asserted-by":"crossref","unstructured":"Xing, S., Zhao, F., Wu, Z., Li, C., Zhang, J., Dai, X.: Drin: dynamic relation interactive network for multimodal entity linking (2023). https:\/\/arxiv.org\/abs\/2310.05589","DOI":"10.1145\/3581783.3612575"},{"key":"12_CR20","unstructured":"Yang, C., He, B., Wu, Y., Xing, C., He, L., Ma, C.: Mmel: a joint learning framework for multi-mention entity linking. In: Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial Intelligence (2023)"},{"key":"12_CR21","doi-asserted-by":"crossref","unstructured":"Zhang, G., Jiang, C., Guan, Z., Wang, P.: Multimodal entity linking with mixed fusion mechanism (2023)","DOI":"10.1007\/978-3-031-30675-4_45"},{"key":"12_CR22","doi-asserted-by":"crossref","unstructured":"Zhou, X., Wang, P., Li, G., Xie, J., Wu, J.: Weibo-mel, wikidata-mel and richpedia-mel: multimodal entity linking benchmark datasets. In: Knowledge Graph and Semantic Computing: Knowledge Graph Empowers New Infrastructure Construction (2021)","DOI":"10.1007\/978-981-16-6471-7_27"}],"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\/978-981-95-3343-5_12","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,9]],"date-time":"2026-07-09T12:29:16Z","timestamp":1783600156000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-95-3343-5_12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,23]]},"ISBN":["9789819533428","9789819533435"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-981-95-3343-5_12","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,11,23]]},"assertion":[{"value":"23 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"}}]}}