1 code implementation • 30 Oct 2023 • Samuel Belkadi, Nicolo Micheletti, Lifeng Han, Warren Del-Pinto, Goran Nenadic
LT3 is trained on a set of around 2K lines of medication prescriptions extracted from the MIMIC-III database, allowing the model to produce valuable synthetic medication prescriptions.
1 code implementation • 22 Sep 2023 • Zihao Li, Samuel Belkadi, Nicolo Micheletti, Lifeng Han, Matthew Shardlow, Goran Nenadic
In this work, we investigate the ability of state-of-the-art large language models (LLMs) on the task of biomedical abstract simplification, using the publicly available dataset for plain language adaptation of biomedical abstracts (\textbf{PLABA}).
no code implementations • 25 Oct 2022 • Raffaele Marchesi, Nicolo Micheletti, Giuseppe Jurman, Venet Osmani
We show that our approach is better at both generating authentic data of the minority class and remaining within the original distribution of the real data.