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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
| 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 |
Bold: best scores
