Semantic Relatedness on UMNS n=566 (full)
0.708Spearman CorrelationBERT-CRel
Evaluation Results
| Method | Links | |
|---|---|---|
| BERT-CRelInput Representation=word+MeSH2020.12 | 0.708 | |
| Henry et al.Eval subset size=3922020.12 | 0.693 | |
| Yu et al.Eval subset size=5262020.12 | 0.689 | |
| fastText+Input Representation=word+MeSH2020.12 | 0.689 | |
| BERT-CRelInput Representation=word2020.12 | 0.683 | |
| BERT-CRelInput Representation=MeSH2020.12 | 0.659 | |
| Zhang et al.Eval subset size=5212020.12 | 0.657 | |
| fastText+Input Representation=word2020.12 | 0.654 | |
| Chiu et al.Eval subset size=4592020.12 | 0.652 | |
| fastText+Input Representation=MeSH2020.12 | 0.648 | |
| Word2vec (baseline)2020.12 | 0.568 | |
| Wang et al.2020.12 | 0.44 |