{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,1,21]],"date-time":"2025-01-21T05:20:39Z","timestamp":1737436839552,"version":"3.33.0"},"reference-count":25,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,12,2]],"date-time":"2024-12-02T00:00:00Z","timestamp":1733097600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,2]],"date-time":"2024-12-02T00:00:00Z","timestamp":1733097600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100009950","name":"Ministry of Education","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100009950","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,12,2]]},"DOI":"10.1109\/slt61566.2024.10832347","type":"proceedings-article","created":{"date-parts":[[2025,1,16]],"date-time":"2025-01-16T18:31:27Z","timestamp":1737052287000},"page":"833-840","source":"Crossref","is-referenced-by-count":0,"title":["Conditional Label Smoothing For LLM-Based Data Augmentation in Medical Text Classification"],"prefix":"10.1109","author":[{"given":"Luca","family":"Becker","sequence":"first","affiliation":[{"name":"Institute of Communication Acoustics, Ruhr-Universitüt Bochum,Bochum,Germany"}]},{"given":"Philip","family":"Pracht","sequence":"additional","affiliation":[{"name":"Bochum Institute of Technology,Bochum,Germany"}]},{"given":"Peter","family":"Sertdal","sequence":"additional","affiliation":[{"name":"Institute of Communication Acoustics, Ruhr-Universitüt Bochum,Bochum,Germany"}]},{"given":"Jil","family":"Uboreck","sequence":"additional","affiliation":[{"name":"Bochum Institute of Technology,Bochum,Germany"}]},{"given":"Alexander","family":"Bendel","sequence":"additional","affiliation":[{"name":"Institute for Work and Qualification, University of Duisburg-Essen,Essen,Germany"}]},{"given":"Rainer","family":"Martin","sequence":"additional","affiliation":[{"name":"Institute of Communication Acoustics, Ruhr-Universitüt Bochum,Bochum,Germany"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N19-1423"},{"key":"ref2","first-page":"1877","article-title":"Language models are few-shot learners","volume":"33","author":"Brown","year":"2020","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.emnlp-main.1036"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.emnlp-main.398"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.findings-emnlp.603"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3414\/ME17-01-0024"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.annemergmed.2017.08.005"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.nlp4convai-1.5"},{"article-title":"When does label smoothing help?","volume-title":"Curran Associates Inc","author":"M\u00fcller","key":"ref9"},{"article-title":"Robust speech recognition via large-scale weak supervision","year":"2022","author":"Radford","key":"ref10"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1670"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.703"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N18-2072"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-22747-0_7"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i05.6233"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.2196\/46599"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocad256"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.7759\/cureus.40895"},{"volume-title":"Development of a language model for medical domain","year":"2021","author":"Shrestha","key":"ref19"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btz682"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.acl-long.272"},{"key":"ref22","article-title":"The RefinedWeb dataset for Falcon LLM: outperforming curated corpora with web data, and web data only","author":"Penedo","year":"2023","journal-title":"arXiv preprint arXiv:2306.01116"},{"issue":"86","key":"ref23","first-page":"2579","article-title":"Visualizing data using t-sne","volume":"9","author":"der Maaten","year":"2008","journal-title":"Journal of Machine Learning Research"},{"issue":"56","key":"ref24","first-page":"1929","article-title":"Dropout: A simple way to prevent neural networks from overfitting","volume":"15","author":"Srivastava","year":"2014","journal-title":"Journal of Machine Learning Research"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2858826"}],"event":{"name":"2024 IEEE Spoken Language Technology Workshop (SLT)","start":{"date-parts":[[2024,12,2]]},"location":"Macao","end":{"date-parts":[[2024,12,5]]}},"container-title":["2024 IEEE Spoken Language Technology Workshop (SLT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10830790\/10830793\/10832347.pdf?arnumber=10832347","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,20]],"date-time":"2025-01-20T18:39:18Z","timestamp":1737398358000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10832347\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,2]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/slt61566.2024.10832347","relation":{},"subject":[],"published":{"date-parts":[[2024,12,2]]}}}