From: LSTMVoter: chemical named entity recognition using a conglomerate of sequence labeling tools
System | CEMP | CHEMDNER | ||||
---|---|---|---|---|---|---|
 | P | R | F | P | R | F |
Stanford NER | 0.85 | 0.80 | 0.82 | 0.82 | 0.83 | 0.82 |
MarMoT | 0.87 | 0.86 | 0.86 | 0.85 | 0.85 | 0.85 |
CRF++ | 0.77 | 0.73 | 0.73 | 0.74 | 0.71 | 0.73 |
MITIE | 0.65 | 0.65 | 0.65 | 0.62 | 0.61 | 0.62 |
Glample | 0.76 | 0.79 | 0.77 | 0.82 | 0.84 | 0.83 |
Majority vote | 0.78 | 0.79 | 0.78 | 0.70 | 0.76 | 0.73 |
LSTMVoter | 0.90 | 0.88 | 0.89 | 0.91 | 0.90 | 0.90 |