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News/ELF: A Family of Encoder-Free ECG-Language Models
arxiv
PublishedJuly 16, 2026 at 4:00 AM
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ELF: A Family of Encoder-Free ECG-Language Models

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arXiv:2601.18798v3 Announce Type: replace-cross Abstract: 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,

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