{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,11]],"date-time":"2026-08-11T04:02:50Z","timestamp":1786420970530,"version":"3.56.0"},"publisher-location":"New York, NY, USA","reference-count":14,"publisher":"ACM","license":[{"start":{"date-parts":[[2026,4,12]],"date-time":"2026-04-12T00:00:00Z","timestamp":1775952000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/legalcode"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,4,12]]},"DOI":"10.1145\/3786146.3788643","type":"proceedings-article","created":{"date-parts":[[2026,6,27]],"date-time":"2026-06-27T06:51:21Z","timestamp":1782543081000},"page":"31-38","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["Class Model Generation from Requirements using Large Language Models"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-8793-1228","authenticated-orcid":false,"given":"Jackson","family":"Nguyen","sequence":"first","affiliation":[{"name":"Monash University, Melbourne, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-8561-0478","authenticated-orcid":false,"given":"Rui En","family":"Koe","sequence":"additional","affiliation":[{"name":"Monash University, Melbourne, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9937-8534","authenticated-orcid":false,"given":"Fanyu","family":"Wang","sequence":"additional","affiliation":[{"name":"Monash University, Melbourne, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1466-7386","authenticated-orcid":false,"given":"Chetan","family":"Arora","sequence":"additional","affiliation":[{"name":"Monash University, Melbourne, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0636-5663","authenticated-orcid":false,"given":"Alessio","family":"Ferrari","sequence":"additional","affiliation":[{"name":"University College Dublin, Dublin, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2026,6,26]]},"reference":[{"key":"e_1_3_3_2_2_2","doi-asserted-by":"crossref","unstructured":"Silvia Abrah\u00e3o Emilio Insfran Jos\u00e9\u00a0Angel Cars\u00ed and Marcela Genero. 2011. Evaluating requirements modeling methods based on user perceptions: A family of experiments. Information Sciences 181 16 (2011) 3356\u20133378.","DOI":"10.1016\/j.ins.2011.04.005"},{"key":"e_1_3_3_2_3_2","doi-asserted-by":"publisher","DOI":"10.4324\/9780203771587"},{"key":"e_1_3_3_2_4_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-44429-7_16"},{"key":"e_1_3_3_2_5_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.findings-acl.143"},{"key":"e_1_3_3_2_6_2","doi-asserted-by":"publisher","DOI":"10.1109\/REW61692.2024.00044"},{"key":"e_1_3_3_2_7_2","doi-asserted-by":"publisher","DOI":"10.1109\/RE.2017.29"},{"key":"e_1_3_3_2_8_2","doi-asserted-by":"crossref","unstructured":"Jacob Kohen. 1960. A coefficient of agreement for nominal scale. Educ Psychol Meas 20 (1960) 37\u201346.","DOI":"10.1177\/001316446002000104"},{"key":"e_1_3_3_2_9_2","volume-title":"Applying UML and patterns","author":"Larman Craig","year":"1998","unstructured":"Craig Larman et\u00a0al. 1998. Applying UML and patterns. Vol.\u00a02. Prentice Hall."},{"key":"e_1_3_3_2_10_2","unstructured":"Adian Liusie Potsawee Manakul and Mark\u00a0JF Gales. 2023. LLM comparative assessment: Zero-shot NLG evaluation through pairwise comparisons using large language models. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2307.07889 (2023)."},{"key":"e_1_3_3_2_11_2","doi-asserted-by":"crossref","unstructured":"Yang Meng and Ainita Ban. 2024. Automated UML class diagram generation from textual requirements using NLP techniques. JOIV: International Journal on Informatics Visualization 8 3-2 (2024) 1905\u20131915.","DOI":"10.62527\/joiv.8.3-2.3482"},{"key":"e_1_3_3_2_12_2","doi-asserted-by":"crossref","unstructured":"Bonan Min Hayley Ross Elior Sulem Amir Pouran\u00a0Ben Veyseh Thien\u00a0Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heintz and Dan Roth. 2023. Recent advances in natural language processing via large pre-trained language models: A survey. Comput. Surveys 56 2 (2023) 1\u201340.","DOI":"10.1145\/3605943"},{"key":"e_1_3_3_2_13_2","unstructured":"A\u00a0Dur\u00e1n Toro B\u00a0Bern\u00e1rdez Jim\u00e9nez A\u00a0Ruiz Cort\u00e9s and M\u00a0Toro Bonilla. [n. d.]. A Requirements Elicitation Approach Based in Templates and Patterns. ([n. d.])."},{"key":"e_1_3_3_2_14_2","doi-asserted-by":"crossref","unstructured":"Andreas Vogelsang. 2024. From specifications to prompts: On the future of generative large language models in requirements engineering. IEEE Software 41 5 (2024) 9\u201313.","DOI":"10.1109\/MS.2024.3410712"},{"key":"e_1_3_3_2_15_2","volume-title":"ICLR\u201923\u2019","author":"Zhang Zhuosheng","year":"2023","unstructured":"Zhuosheng Zhang, Aston Zhang, Mu Li, and Alex Smola. 2023. Automatic Chain of Thought Prompting in Large Language Models. In ICLR\u201923\u2019."}],"event":{"name":"MSSiS '26: 8th Workshop on Modeling and Simulation of Software-Intensive Systems","location":"Rio de Janeiro Brazil","acronym":"MSSiS '26","sponsor":["SIGSOFT ACM Special Interest Group on Software Engineering","IEEE CS","Faculty of Engineering of University of Porto"]},"container-title":["Proceedings of the 8th Workshop on Modeling and Simulation of Software-Intensive Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3786146.3788643","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,27]],"date-time":"2026-06-27T08:13:38Z","timestamp":1782548018000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3786146.3788643"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,4,12]]},"references-count":14,"alternative-id":["10.1145\/3786146.3788643","10.1145\/3786146"],"URL":"https:\/\/doi.org\/10.1145\/3786146.3788643","relation":{},"subject":[],"published":{"date-parts":[[2026,4,12]]},"assertion":[{"value":"2026-06-26","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}