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. 2022 Mar 8;10:31513–31523. doi: 10.1109/ACCESS.2022.3157854

TABLE 3. Performance of Neural Models on the Abbreviations in the Inline graphic Splits. 32.7% of Mentions are Abbreviations in Inline graphic of NCBI-Disease, While BC5CDRdis Has Only 7.2% Abbreviations. The Best Scores are Highlighted in Bold.

Model NCBI-disease (32.7%) BC5CDRdis (7.2%)
PubMedBERT [13] 84.8 71.5
BlueBERT [14] 81.5 70.4
BioBERT [7] 89.6 69.6
BERT [10] 65.2 52.8