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Table 6 Pearson’s correlation between word-similarity/Bio-SimVerb and Bio-SimLex scores and the NER tasks evaluated on biomedical representation models trained with different approaches. None of the scores are statistically significant

From: Bio-SimVerb and Bio-SimLex: wide-coverage evaluation sets of word similarity in biomedicine

 

BC4CHEMD

BC2GM

AnatEM

JNLPBA

UMN-rel

-0.15

-0.14

-0.08

-0.07

UMN-sim

-0.38

-0.34

-0.34

-0.3

MayoSRS

0.08

0.04

0.18

0.12

Bio-SimVerb

0.2

0.18

0.29

0.24

Bio-SimLex

0.53

0.6

0.46

0.48

  1. Bold: best scores