Semantic Relatedness on MMYP n=29 (full)
0.89Spearman CorrelationBERT-CRel
Evaluation Results
| Method | Links | |
|---|---|---|
| BERT-CRelInput Representation=word2020.12 | 0.89 | |
| fastText+Input Representation=word2020.12 | 0.851 | |
| BERT-CRelInput Representation=word+MeSH2020.12 | 0.847 | |
| Henry et al.2020.12 | 0.842 | |
| fastText+Input Representation=word+MeSH2020.12 | 0.836 | |
| Word2vec (baseline)2020.12 | 0.744 | |
| fastText+Input Representation=MeSH2020.12 | 0.739 | |
| BERT-CRelInput Representation=MeSH2020.12 | 0.71 | |
| Yu et al.Eval subset size=252020.12 | 0.696 |