CU-ICU applies LoRA, AdaLoRA, and (IA)3 to FLAN-T5 for ICU sepsis detection, mortality prediction, and note generation, claiming efficiency gains that are not backed by reported baselines.
Parameter-efficient transfer learning with adaptive attention
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CU-ICU: Customizing Unsupervised Instruction-Finetuned Language Models for ICU Datasets via Text-to-Text Transfer Transformer
CU-ICU applies LoRA, AdaLoRA, and (IA)3 to FLAN-T5 for ICU sepsis detection, mortality prediction, and note generation, claiming efficiency gains that are not backed by reported baselines.