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Benchmarks
Entity Recognition on SCIERC (dev)
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70
Precision
SCIIE
64.072
65.611
67.15
68.689
Aug 29, 2018
Precision
Recall
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
SCIIE
multi-task learning=true
2018.08
70
66.3
68.1
LSTM+CRF+ELMO
feature=ELMO
2018.08
68.1
66.3
67.2
E2E Rel+ELMO
feature=ELMO
2018.08
67.5
66.3
66.9
LSTM+CRF
2018.08
67.2
65.8
66.5
E2E Rel(Pipeline)
setting=pipeline
2018.08
66.7
65.9
66.3
E2E Rel
2018.08
64.3
68.6
66.4
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