notesum.ai
Published at October 21Fine-Tuning LLMs for Reliable Medical Question-Answering Services
cs.CV
cs.AI
cs.CL
Released Date: October 21, 2024
Authors: Ali Anaissi1, Ali Braytee2, Junaid Akram1
Aff.: 1School of Computer Science, The University of Sydney, Australia; 2TD School, The University of Technology Sydney, Australia

| Model | ROUGE-1 | ROUGE-2 | ROUGE-L | BLEU-4 |
|---|---|---|---|---|
| Base | 0.4748 | 0.3435 | 0.3773 | 0.3727 |
| + NEFtune () | 0.4753 | 0.3442 | 0.3778 | 0.3739 |
| + NEFtune () | 0.4773 | 0.3458 | 0.3786 | 0.3745 |
| + NEFtune () | 0.4799 | 0.3471 | 0.3804 | 0.3771 |
| + NEFtune () | 0.4768 | 0.3444 | 0.3770 | 0.3728 |
| + NEFtune () | 0.4888 | 0.3571 | 0.3884 | 0.3864 |