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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 window sizes
| BC4CHEMD | BC2GM | AnatEM | JNLPBA | |
|---|---|---|---|---|
| UMN-rel | -0.78a | -0.56 | -0.78a | -0.46 |
| UMN-sim | -0.73 | -0.57a | -0.81 | -0.42a |
| MayoSRS | -0.78 | -0.69 | -0.54a | -0.47a |
| Bio-SimVerb | 0.63 | 0.36 | 0.42 | 0.40 |
| Bio-SimLex | 0.83 a | 0.66 | 0.92 a | 0.59 |
Bold: best scores
aStatistically significant
