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Benchmarks
Clinical Concept Extraction on Semeval Task 7 2014 (test)
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80.74
Exact F1
BERTlarge
69.4352
72.3701
75.305
78.2399
Feb 22, 2019
Exact F1
Updated 3d ago
Evaluation Results
Method
Method
Links
Exact F1
BERTlarge
Pre-training Corpus=MIMIC
2019.02
80.74
Prior SOTA (Tang et al., 2015)
2019.02
80.3
BERTbase
Pre-training Corpus=MIMIC
2019.02
80.07
BERTlarge
Pre-training Corpus=Ge...
2019.02
78.75
ELMo
Pre-training Corpus=MIMIC
2019.02
78.58
BioBERT
Pre-training Corpus=Ge...
2019.02
77.91
GloVe
Pre-training Corpus=MIMIC
2019.02
77.73
word2vec
Pre-training Corpus=MIMIC
2019.02
77.48
BERTbase
Pre-training Corpus=Ge...
2019.02
76.76
fastText
Pre-training Corpus=MIMIC
2019.02
76.47
ELMo
Pre-training Corpus=Ge...
2019.02
72.27
word2vec
Pre-training Corpus=Ge...
2019.02
72.2
GloVe
Pre-training Corpus=Ge...
2019.02
70.22
fastText
Pre-training Corpus=Ge...
2019.02
69.87
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