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Table 9 Prediction samples from ALBERT and BioALBERT

From: Benchmarking for biomedical natural language processing tasks with a domain specific ALBERT

Dataset

Model

Sample

JNLPBA

ALBERT

Number of glucocoticoid receptors in lymphocytes and their sensitivity to...

BioALBERT

Number of glucocoticoid receptors in lymphocytes and their sensitivity to...

Share/Clefe

ALBERT

The mitral valve leaflets are mildly thickened. There is mild mitral annular calcification. TRICUSPID VALVE...

BioALBERT

The mitral valve leaflets are mildly thickened. There is mild mitral annular calcification. TRICUSPID VALVE...

HoC

ALBERT

In contrast, 15 Gy increased the expression of p27 in radiosensitive tumors and reduced it in radioresistant tumors

BioALBERT

In contrast, 15 Gy increased the expression of p27 in radiosensitive tumors and reduced it in radioresistant tumors

  1. Bold entities are better recognised by BioALBERT