{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,14]],"date-time":"2026-05-14T13:30:08Z","timestamp":1778765408298,"version":"3.51.4"},"publisher-location":"Singapore","reference-count":16,"publisher":"Springer Nature Singapore","isbn-type":[{"value":"9789819533459","type":"print"},{"value":"9789819533466","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\/978-981-95-3346-6_23","type":"book-chapter","created":{"date-parts":[[2025,11,22]],"date-time":"2025-11-22T05:49:50Z","timestamp":1763790590000},"page":"301-312","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Dialogue-Based Multi-dimensional Relationship Extraction from\u00a0Novels"],"prefix":"10.1007","author":[{"given":"Yuchen","family":"Yan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hanjie","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Senbin","family":"Zhu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hongde","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhihong","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuxiang","family":"Jia","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,11,23]]},"reference":[{"key":"23_CR1","volume":"19","author":"K Detroja","year":"2023","unstructured":"Detroja, K., Bhensdadia, C., Bhatt, B.S.: A survey on relation extraction. Intell. Syst. Appl. 19, 200244 (2023)","journal-title":"Intell. Syst. Appl."},{"key":"23_CR2","unstructured":"Grattafiori, A., et\u00a0al.: The LLAMA 3 herd of models. arXiv preprint arXiv:2407.21783 (2024)"},{"issue":"2","key":"23_CR3","first-page":"3","volume":"1","author":"EJ Hu","year":"2022","unstructured":"Hu, E.J., et al.: Lora: low-rank adaptation of large language models. ICLR 1(2), 3 (2022)","journal-title":"ICLR"},{"key":"23_CR4","unstructured":"Jiang, Y., et al.: The CRECIL corpus: a new dataset for extraction of relations between characters in Chinese multi-party dialogues (2022)"},{"issue":"3","key":"23_CR5","doi-asserted-by":"publisher","first-page":"535","DOI":"10.1109\/TBDATA.2019.2921572","volume":"7","author":"J Johnson","year":"2019","unstructured":"Johnson, J., Douze, M., J\u00e9gou, H.: Billion-scale similarity search with GPUs. IEEE Trans. Big Data 7(3), 535\u2013547 (2019)","journal-title":"IEEE Trans. Big Data"},{"issue":"22","key":"23_CR6","doi-asserted-by":"publisher","first-page":"12414","DOI":"10.3390\/app132212414","volume":"13","author":"J Kim","year":"2023","unstructured":"Kim, J., Kim, G., Son, J., Lim, H.: Prompt language learner with trigger generation for dialogue relation extraction. Appl. Sci. 13(22), 12414 (2023)","journal-title":"Appl. Sci."},{"issue":"5","key":"23_CR7","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3344548","volume":"52","author":"V Labatut","year":"2019","unstructured":"Labatut, V., Bost, X.: Extraction and analysis of fictional character networks: a survey. ACM Comput. Surv. (CSUR) 52(5), 1\u201340 (2019)","journal-title":"ACM Comput. Surv. (CSUR)"},{"key":"23_CR8","unstructured":"Li, G., Xu, Z., Shang, Z., Liu, J., Ji, K., Guo, Y.: Empirical analysis of dialogue relation extraction with large language models. arXiv preprint arXiv:2404.17802 (2024)"},{"key":"23_CR9","doi-asserted-by":"crossref","unstructured":"Li, J., Zhang, C., Tan, H., Li, C.: Complex networks of characters in fictional novels. In: 2019 IEEE\/ACIS 18th International Conference on Computer and Information Science (ICIS), pp. 417\u2013420. IEEE (2019)","DOI":"10.1109\/ICIS46139.2019.8940174"},{"key":"23_CR10","unstructured":"Li, X., Polat, F., Groth, P., et\u00a0al.: Do instruction-tuned large language models help with relation extraction? (2023)"},{"key":"23_CR11","doi-asserted-by":"crossref","unstructured":"Li, Y., Jiang, Y., Chen, J., Wang, L., Tao, Y., Zhang, Y.: CoPrompt: a contrast-prompt tuning method for multiparty dialogue character relationship extraction. In: Proceedings of the 2023 7th International Conference on Natural Language Processing and Information Retrieval, pp. 153\u2013160 (2023)","DOI":"10.1145\/3639233.3639239"},{"key":"23_CR12","doi-asserted-by":"crossref","unstructured":"Page, N.: Speech in the English Novel. Springer (1988)","DOI":"10.1007\/978-1-349-19047-8"},{"issue":"03","key":"23_CR13","doi-asserted-by":"publisher","first-page":"1650005","DOI":"10.1142\/S0219525916500053","volume":"19","author":"SD Prado","year":"2016","unstructured":"Prado, S.D., Dahmen, S.R., Bazzan, A.L., Carron, P.M., Kenna, R.: Temporal network analysis of literary texts. Adv. Complex Syst. 19(03), 1650005 (2016)","journal-title":"Adv. Complex Syst."},{"key":"23_CR14","doi-asserted-by":"crossref","unstructured":"Tigunova, A., Mirza, P., Yates, A., Weikum, G.: Pride: predicting relationships in conversations. In: The Conference on Empirical Methods in Natural Language Processing, pp. 4636\u20134650. ACL (2021)","DOI":"10.18653\/v1\/2021.emnlp-main.380"},{"key":"23_CR15","doi-asserted-by":"crossref","unstructured":"Yu, D., Sun, K., Cardie, C., Yu, D.: Dialogue-based relation extraction. arXiv preprint arXiv:2004.08056 (2020)","DOI":"10.18653\/v1\/2020.acl-main.444"},{"key":"23_CR16","doi-asserted-by":"publisher","first-page":"299","DOI":"10.1016\/j.neucom.2021.05.082","volume":"456","author":"L Zhao","year":"2021","unstructured":"Zhao, L., Xu, W., Gao, S., Guo, J.: Utilizing graph neural networks to improving dialogue-based relation extraction. Neurocomputing 456, 299\u2013311 (2021)","journal-title":"Neurocomputing"}],"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\/978-981-95-3346-6_23","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,22]],"date-time":"2025-11-22T05:49:52Z","timestamp":1763790592000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-95-3346-6_23"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,23]]},"ISBN":["9789819533459","9789819533466"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-981-95-3346-6_23","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":"The authors have no competing interests to declare that are relevant to the content of this article.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Disclosure of Interests"}},{"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"}}]}}