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Semantic Relatedness on UMNS n=566 (full)
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0.708
Spearman Correlation
BERT-CRel
0.42928
0.50164
0.574
0.64636
Dec 22, 2020
Spearman Correlation
Updated 4d ago
Evaluation Results
Method
Method
Links
Spearman Correlation
BERT-CRel
Input Representation=w...
2020.12
0.708
Henry et al.
Eval subset size=392
2020.12
0.693
Yu et al.
Eval subset size=526
2020.12
0.689
fastText+
Input Representation=w...
2020.12
0.689
BERT-CRel
Input Representation=word
2020.12
0.683
BERT-CRel
Input Representation=MeSH
2020.12
0.659
Zhang et al.
Eval subset size=521
2020.12
0.657
fastText+
Input Representation=word
2020.12
0.654
Chiu et al.
Eval subset size=459
2020.12
0.652
fastText+
Input Representation=MeSH
2020.12
0.648
Word2vec (baseline)
2020.12
0.568
Wang et al.
2020.12
0.44
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