LLMs can extract physiology index values from Portuguese CAG reports, with general models like Llama in zero-shot prompting performing best and constrained generation reducing accuracy.
Openmedlm: prompt en- gineering can out-perform fine-tuning in medical question-answering with open-source large language models.Scientific Reports, 14, 12 2024
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Can Large Language Models Reliably Extract Physiology Index Values from Coronary Angiography Reports?
LLMs can extract physiology index values from Portuguese CAG reports, with general models like Llama in zero-shot prompting performing best and constrained generation reducing accuracy.