{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,26]],"date-time":"2025-09-26T19:10:06Z","timestamp":1758913806183,"version":"3.44.0"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032061355","type":"print"},{"value":"9783032061362","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,9,27]],"date-time":"2025-09-27T00:00:00Z","timestamp":1758931200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,9,27]],"date-time":"2025-09-27T00:00:00Z","timestamp":1758931200000},"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\/978-3-032-06136-2_8","type":"book-chapter","created":{"date-parts":[[2025,9,26]],"date-time":"2025-09-26T18:37:53Z","timestamp":1758911873000},"page":"80-89","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["From Notes to\u00a0Models: Leveraging LLMs for\u00a0Museum Closure Data"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2036-7737","authenticated-orcid":false,"given":"George A.","family":"Wright","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3477-7654","authenticated-orcid":false,"given":"Andrea","family":"Ballatore","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8981-4104","authenticated-orcid":false,"given":"Alexandra","family":"Poulovassilis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3704-1431","authenticated-orcid":false,"given":"Peter T.","family":"Wood","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,9,27]]},"reference":[{"key":"8_CR1","doi-asserted-by":"publisher","unstructured":"Babaei\u00a0Giglou, H., D\u2019Souza, J., Auer, S.: LLMs4OL: large language models for ontology learning. In: The Semantic Web \u201c ISWC 2023: 22nd International Semantic Web Conference, Athens, Greece, November 6-10, 2023, Proceedings, Part I, p. 408\u2013427. Springer, Heidelberg (2023). https:\/\/doi.org\/10.1007\/978-3-031-47240-4_22","DOI":"10.1007\/978-3-031-47240-4_22"},{"key":"8_CR2","doi-asserted-by":"publisher","unstructured":"Brown, T., et al.: Language models are few-shot learners. In: Larochelle, H., Ranzato, M., Hadsell, R., Balcan, M., Lin, H. (eds.) Advances in Neural Information Processing Systems, vol.\u00a033, pp. 1877\u20131901. Curran Associates, Inc. (2020). https:\/\/doi.org\/10.48550\/arXiv.2005.14165","DOI":"10.48550\/arXiv.2005.14165"},{"key":"8_CR3","unstructured":"Holtzman, A., Buys, J., Du, L., Forbes, M., Choi, Y.: The curious case of neural text degeneration. In: Proceedings of the Eighth International Conference on Learning Representations (2020). https:\/\/arxiv.org\/abs\/1904.09751"},{"key":"8_CR4","doi-asserted-by":"publisher","unstructured":"Huguet\u00a0Cabot, P.L., Tedeschi, S., Ngonga\u00a0Ngomo, A.C., Navigli, R.: RED$$^{\\rm fm}$$: a filtered and multilingual relation extraction dataset. In: Rogers, A., Boyd-Graber, J., Okazaki, N. (eds.) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics, vol. 1: Long Papers, pp. 4326\u20134343. Association for Computational Linguistics, Toronto (2023). https:\/\/doi.org\/10.18653\/v1\/2023.acl-long.237","DOI":"10.18653\/v1\/2023.acl-long.237"},{"key":"8_CR5","doi-asserted-by":"publisher","unstructured":"Kojima, T., Gu, S.S., Reid, M., Matsuo, Y., Iwasawa, Y.: Large language models are zero-shot reasoners. In: Proceedings of the 36th International Conference on Neural Information Processing Systems, NIPS \u201922. Curran Associates Inc., Red Hook (2022). https:\/\/doi.org\/10.48550\/arXiv.2205.11916","DOI":"10.48550\/arXiv.2205.11916"},{"key":"8_CR6","unstructured":"Liu, N.F., et al.: Lost in the middle: How language models use long contexts (2023). https:\/\/arxiv.org\/abs\/2307.03172"},{"key":"8_CR7","unstructured":"Lo, A., Jiang, A.Q., Li, W., Jamnik, M.: End-to-end ontology learning with large language models (2024). https:\/\/arxiv.org\/abs\/2410.23584"},{"key":"8_CR8","unstructured":"London, K.C.: King\u2019s computational research, engineering and technology environment (create). https:\/\/doi.org\/10.18742\/rnvf-m076. Accessed 5 June 2025"},{"issue":"1","key":"8_CR9","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1145\/375360.375365","volume":"33","author":"G Navarro","year":"2001","unstructured":"Navarro, G.: A guided tour to approximate string matching. ACM Comput. Surv. 33(1), 31\u201388 (2001). https:\/\/doi.org\/10.1145\/375360.375365","journal-title":"ACM Comput. Surv."},{"key":"8_CR10","unstructured":"Ouyang, L., et al.: Training language models to follow instructions with human feedback (2022). https:\/\/arxiv.org\/abs\/2203.02155"},{"key":"8_CR11","doi-asserted-by":"publisher","unstructured":"Papaluca, A., Krefl, D., Rodr\u00edguez\u00a0M\u00e9ndez, S., Lensky, A., Suominen, H.: Zero- and few-shots knowledge graph triplet extraction with large language models. In: Biswas, R., Kaffee, L.A., Agarwal, O., Minervini, P., Singh, S., de\u00a0Melo, G. (eds.) Proceedings of the 1st Workshop on Knowledge Graphs and Large Language Models (KaLLM 2024), pp. 12\u201323. Association for Computational Linguistics, Bangkok (2024).https:\/\/doi.org\/10.18653\/v1\/2024.kallm-1.2","DOI":"10.18653\/v1\/2024.kallm-1.2"},{"key":"8_CR12","doi-asserted-by":"publisher","unstructured":"Polat, F., Tiddi, I., Groth, P.: Testing prompt engineering methods for knowledge extraction from text. Semant. Web 16(2) (2025). https:\/\/doi.org\/10.3233\/SW-243719","DOI":"10.3233\/SW-243719"},{"key":"8_CR13","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"148","DOI":"10.1007\/978-3-642-15939-8_10","volume-title":"Machine Learning and Knowledge Discovery in Databases","author":"S Riedel","year":"2010","unstructured":"Riedel, S., Yao, L., McCallum, A.: Modeling relations and their mentions without labeled text. In: Balc\u00e1zar, J.L., Bonchi, F., Gionis, A., Sebag, M. (eds.) ECML PKDD 2010. LNCS (LNAI), vol. 6323, pp. 148\u2013163. Springer, Heidelberg (2010). https:\/\/doi.org\/10.1007\/978-3-642-15939-8_10"},{"key":"8_CR14","unstructured":"Schaeffer, M., Sesbo\u00fc\u00e9, M., Charbonnier, L., Delestre, N., Kotowicz, J.P., Zanni-Merk, C.: On the pertinence of LLMs for ontology learning. In: Proceedings of the 3rd International Workshop on Natural Language Processing for Knowledge Graph Creation (2024). https:\/\/ceur-ws.org\/Vol-3874\/paper1.pdf"},{"key":"8_CR15","doi-asserted-by":"publisher","unstructured":"Wei, J., et al.: Chain-of-thought prompting elicits reasoning in large language models. In: Proceedings of the 36th International Conference on Neural Information Processing Systems, NIPS \u201922. Curran Associates Inc., Red Hook (2022). https:\/\/doi.org\/10.48550\/arXiv.2201.11903","DOI":"10.48550\/arXiv.2201.11903"},{"key":"8_CR16","unstructured":"Wright, G.A., Ballatore, A., Poulovassilis, A., Wood, P.T.: Modelling and visualising flows of objects from museums. ACM J. Comput. Cult. Herit. (2025). in press"}],"container-title":["Communications in Computer and Information Science","New Trends in Theory and Practice of Digital Libraries"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-06136-2_8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,26]],"date-time":"2025-09-26T18:37:55Z","timestamp":1758911875000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-06136-2_8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,27]]},"ISBN":["9783032061355","9783032061362"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-06136-2_8","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,9,27]]},"assertion":[{"value":"27 September 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"TPDL","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Theory and Practice of Digital Libraries","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Tampere","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Finland","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":"23 September 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 September 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"tpdl2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/tpdl2025.github.io\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}