Fig. 4: Accuracy for prediction of present features with different parameter size models.
From: Privacy-preserving large language models for structured medical information retrieval
This graph compares the accuracy of different models (7b, 13b, and 70b) in extracting the five features Ascites, Abdominal pain, Shortness of breath, Confusion, Liver cirrhosis. a depicts the accuracy of the final zero-shot prompting, b with plain zero shot prompting without additional definition or example, c the accuracy of the best one-shot prompting example. Error bars represent the variability or confidence intervals, calculated with 1000-fold bootstrapping.
