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Semantic Relatedness on UMNR n=587 (full)
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0.643
Spearman's Correlation
BERT-CRel
0.49324
0.53212
0.571
0.60988
Dec 22, 2020
Spearman's Correlation
Updated 4d ago
Evaluation Results
Method
Method
Links
Spearman's Correlation
BERT-CRel
Input Representation=word
2020.12
0.643
Henry et al.
Eval subset size=418
2020.12
0.641
BERT-CRel
Input Representation=w...
2020.12
0.637
Yu et al.
Eval subset size=543
2020.12
0.624
fastText+
Input Representation=w...
2020.12
0.623
Zhang et al.
Eval subset size=532
2020.12
0.617
fastText+
Input Representation=word
2020.12
0.609
Chiu et al.
Eval subset size=561
2020.12
0.601
BERT-CRel
Input Representation=MeSH
2020.12
0.576
fastText+
Input Representation=MeSH
2020.12
0.568
Word2vec (baseline)
2020.12
0.499
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