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Benchmarks
Clinical Concept Extraction on Semeval Task 14 2015 (test)
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0.8165
Exact F1
BERTlarge
0.717492
0.743196
0.7689
0.794604
Feb 22, 2019
Exact F1
Updated 3d ago
Evaluation Results
Method
Method
Links
Exact F1
BERTlarge
Pre-training Corpus=MIMIC
2019.02
0.8165
Prior SOTA (Zhang et al., 2014)
2019.02
0.813
BERTbase
Pre-training Corpus=MIMIC
2019.02
0.8067
ELMo
Pre-training Corpus=MIMIC
2019.02
0.8046
BioBERT
Pre-training Corpus=Ge...
2019.02
0.7997
BERTlarge
Pre-training Corpus=Ge...
2019.02
0.7797
fastText
Pre-training Corpus=MIMIC
2019.02
0.7785
BERTbase
Pre-training Corpus=Ge...
2019.02
0.7757
GloVe
Pre-training Corpus=MIMIC
2019.02
0.7668
word2vec
Pre-training Corpus=MIMIC
2019.02
0.7642
ELMo
Pre-training Corpus=Ge...
2019.02
0.7515
word2vec
Pre-training Corpus=Ge...
2019.02
0.7309
fastText
Pre-training Corpus=Ge...
2019.02
0.7267
GloVe
Pre-training Corpus=Ge...
2019.02
0.7213
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