%0 Conference Proceedings %T When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications? %A Gao, Yanjun %A Myers, Skatje %A Chen, Shan %A Dligach, Dmitriy %A Miller, Timothy A. %A Bitterman, Danielle %A Churpek, Matthew %A Afshar, Majid %Y Al-Onaizan, Yaser %Y Bansal, Mohit %Y Chen, Yun-Nung %S Findings of the Association for Computational Linguistics: EMNLP 2024 %D 2024 %8 November %I Association for Computational Linguistics %C Miami, Florida, USA %F gao-etal-2024-raw %R 10.18653/v1/2024.findings-emnlp.311 %U https://aclanthology.org/2024.findings-emnlp.311/ %U https://doi.org/10.18653/v1/2024.findings-emnlp.311 %P 5414-5428