AI RESEARCH
ELF: A Family of Encoder-Free ECG-Language Models
arXiv CS.AI
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ArXi:2601.18798v2 Announce Type: replace-cross ECG-Language Models (ELMs) extend recent advances in Multimodal Large Language Models (MLLMs) to automated ECG interpretation. However, most existing ELMs inherit Vision-Language Model (VLM) design choices and rely on pretrained ECG encoders,