When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications?

When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications? Yanjun Gao author Skatje Myers author Shan Chen author Dmitriy Dligach author Timothy A Miller author Danielle Bitterman author Matthew Churpek author Majid Afshar author 2024-11 text Findings of the Association for Computational Linguistics: EMNLP 2024 Yaser Al-Onaizan editor Mohit Bansal editor Yun-Nung Chen editor Association for Computational Linguistics Miami, Florida, USA conference publication gao-etal-2024-raw 10.18653/v1/2024.findings-emnlp.311 https://aclanthology.org/2024.findings-emnlp.311/ 2024-11 5414 5428