Table 4.
Ablation study results using the instruction-based dataset.
| Type | Task | Llama2-MedTuned | Llama2-MedTuneda |
|---|---|---|---|
| NER | NCBI-Disease | 85.69 | 83.59 |
| NER | BC5CDR-Disease | 85.46 | 84.30 |
| NER | BC5CDR-Chem | 94.51 | 93.77 |
| NER | BC2GM | 79.12 | 78.51 |
| NER | JNLPBA | 81.31 | 78.91 |
Denotes the model trained with the expanded instruction dataset.