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. 2024 Dec;158:103007. doi: 10.1016/j.artmed.2024.103007

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
a

Denotes the model trained with the expanded instruction dataset.