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RAMIE

Welcome! Here is the code for the paper RAMIE: Retrieval-Augmented Multi-task Information Extraction with large language models on Dietary Supplements, which is under review by JAMIA.

Update: The paper has been published in https://academic.oup.com/jamia/advance-article/doi/10.1093/jamia/ocaf002/7951915?utm_source=advanceaccess&utm_campaign=jamia&utm_medium=email#500084341

data

Accessing the data requires the approval of the University of Minnesota.

How to run

First, check the hyperparameters, then,

sh .job_1.sh.sh

or submit to MSI via Slurm

sbatch job_1.sh.sh

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