ECGQuest: Benchmarking and Fine-Tuning Language Models for Electrocardiography

arXiv:2608.30893 · cs.CL, cs.IR · Submitted 2026-08-31 · Read on arXiv

cs.CL, cs.IR

Submitted: 2026-08-31

Updated: 2026-08-31

Code: https://github.com/jsvine/pdfplumber

Terminology

Accuracy — 43× in this paper · explained in 1 episode
Fine-Tuning — 24× in this paper · explained in 5 episodes
Benchmark — 20× in this paper · explained in 2 episodes
Generalization — 8× in this paper · explained in 13 episodes
Adaptation — 6× in this paper · explained in 1 episode
F1 Score — 5× in this paper · explained in 3 episodes
Verification — 5× in this paper · explained in 2 episodes
Instruction Tuning — 4× in this paper · explained in 2 episodes
Calibration — 3× in this paper · explained in 7 episodes
Parameter-Efficient Fine-Tuning — 2× in this paper · explained in 2 episodes
Benchmarking — 1× in this paper · explained in 3 episodes
Diagnostic Tools — 1× in this paper · explained in 2 episodes
Generative Model — 1× in this paper · explained in 2 episodes
Generative Models — 1× in this paper · explained in 2 episodes
LoRA Adapters — 1× in this paper · explained in 3 episodes
Low-Rank Adaptation (LoRA) — 1× in this paper · explained in 9 episodes
Model-Agnostic — 1× in this paper · explained in 2 episodes
Trace — 1× in this paper · explained in 2 episodes
Transformer — 1× in this paper · explained in 2 episodes

Sources

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