Semantic Relatedness on UMNR n=587 (full)
0.643Spearman's CorrelationBERT-CRel
Evaluation Results
| Method | Links | |
|---|---|---|
| BERT-CRelInput Representation=word2020.12 | 0.643 | |
| Henry et al.Eval subset size=4182020.12 | 0.641 | |
| BERT-CRelInput Representation=word+MeSH2020.12 | 0.637 | |
| Yu et al.Eval subset size=5432020.12 | 0.624 | |
| fastText+Input Representation=word+MeSH2020.12 | 0.623 | |
| Zhang et al.Eval subset size=5322020.12 | 0.617 | |
| fastText+Input Representation=word2020.12 | 0.609 | |
| Chiu et al.Eval subset size=5612020.12 | 0.601 | |
| BERT-CRelInput Representation=MeSH2020.12 | 0.576 | |
| fastText+Input Representation=MeSH2020.12 | 0.568 | |
| Word2vec (baseline)2020.12 | 0.499 |