{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,8]],"date-time":"2026-01-08T07:21:51Z","timestamp":1767856911988,"version":"3.49.0"},"reference-count":11,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2025,2,14]],"date-time":"2025-02-14T00:00:00Z","timestamp":1739491200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2025,2,14]],"date-time":"2025-02-14T00:00:00Z","timestamp":1739491200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["npj Digit. Med."],"DOI":"10.1038\/s41746-025-01492-7","type":"journal-article","created":{"date-parts":[[2025,2,14]],"date-time":"2025-02-14T22:01:27Z","timestamp":1739570487000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Leveraging large language models for academic conference organization"],"prefix":"10.1038","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0195-7456","authenticated-orcid":false,"given":"Yuan","family":"Luo","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yikuan","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1388-244X","authenticated-orcid":false,"given":"Omolola","family":"Ogunyemi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eileen","family":"Koski","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Blanca E.","family":"Himes","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,2,14]]},"reference":[{"key":"1492_CR1","unstructured":"Charlin, L. & Zemel, R. The Toronto paper matching system: an automated paper-reviewer assignment system. (2013)."},{"key":"1492_CR2","first-page":"27730","volume":"35","author":"L Ouyang","year":"2022","unstructured":"Ouyang, L. et al. Training language models to follow instructions with human feedback. Adv. Neural Inf. Process. Syst. 35, 27730\u201327744 (2022).","journal-title":"Adv. Neural Inf. Process. Syst."},{"key":"1492_CR3","doi-asserted-by":"publisher","first-page":"261","DOI":"10.1038\/s41592-019-0686-2","volume":"17","author":"P Virtanen","year":"2020","unstructured":"Virtanen, P. et al. SciPy 1.0: fundamental algorithms for scientific computing in Python. Nat. methods 17, 261\u2013272 (2020).","journal-title":"Nat. methods"},{"key":"1492_CR4","unstructured":"Hagberg, A., Swart, P. & Chult, D. S. Exploring network structure, dynamics, and function using NetworkX. (Los Alamos National Lab.(LANL), Los Alamos, NM (United States), 2008)."},{"key":"1492_CR5","unstructured":"Hopcroft, J. E. & Karp, R. M. In 12th Annual Symposium on Switching and Automata Theory (swat 1971). 122-125 (IEEE)."},{"key":"1492_CR6","doi-asserted-by":"publisher","first-page":"305","DOI":"10.1007\/s00799-015-0156-0","volume":"17","author":"J Beel","year":"2016","unstructured":"Beel, J., Gipp, B., Langer, S. & Breitinger, C. Paper recommender systems: a literature survey. Int. J. Digital Libraries 17, 305\u2013338 (2016).","journal-title":"Int. J. Digital Libraries"},{"key":"1492_CR7","doi-asserted-by":"publisher","first-page":"e0158423","DOI":"10.1371\/journal.pone.0158423","volume":"11","author":"T Achakulvisut","year":"2016","unstructured":"Achakulvisut, T., Acuna, D. E., Ruangrong, T. & Kording, K. Science Concierge: A fast content-based recommendation system for scientific publications. PLoS One 11, e0158423 (2016).","journal-title":"PLoS One"},{"key":"1492_CR8","unstructured":"Devlin, J., Chang, M.-W., Lee, K. & Toutanova, K. Bert: Pre-training of deep bidirectional transformers for language understanding. Proceedings of NAACL-HLT 2019, Minneapolis, Minnesota, June 2 - June 7, 2019. pp 4171\u20134186, (Association for Computational Linguistics, 2019)."},{"key":"1492_CR9","doi-asserted-by":"publisher","first-page":"340","DOI":"10.1093\/jamia\/ocac225","volume":"30","author":"Y Li","year":"2023","unstructured":"Li, Y., Wehbe, R. M., Ahmad, F. S., Wang, H. & Luo, Y. A comparative study of pretrained language models for long clinical text. J. Am. Med. Inform. Assoc. 30, 340\u2013347 (2023).","journal-title":"J. Am. Med. Inform. Assoc."},{"key":"1492_CR10","unstructured":"Levy-Kramer, J. <https:\/\/github.com\/joshlk\/k-means-constrained> (2018)."},{"key":"1492_CR11","unstructured":"Li, X. & Li, J. In Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 1825-1839."}],"container-title":["npj Digital Medicine"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.nature.com\/articles\/s41746-025-01492-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.nature.com\/articles\/s41746-025-01492-7","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.nature.com\/articles\/s41746-025-01492-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,14]],"date-time":"2025-02-14T22:01:32Z","timestamp":1739570492000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.nature.com\/articles\/s41746-025-01492-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,2,14]]},"references-count":11,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2025,12]]}},"alternative-id":["1492"],"URL":"https:\/\/doi.org\/10.1038\/s41746-025-01492-7","relation":{},"ISSN":["2398-6352"],"issn-type":[{"value":"2398-6352","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,2,14]]},"assertion":[{"value":"7 July 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"29 January 2025","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 February 2025","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"The authors declare no competing interests.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}}],"article-number":"101"}}