Named Entity Recognition on SMM4H (test)
84.41F1 ScoreBiLSTM-CNN-Char
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BiLSTM-CNN-CharEmbeddings=BERT, Evaluation Protocol=relax, Averaging=macro2022.01 | 84.41 | 86.76 | 82.42 | |
| BiLSTM-CNN-CharEmbeddings=BERT, Evaluation Protocol=relax, Averaging=micro2022.01 | 84.36 | 87.09 | 81.81 | |
| BiLSTM-CNN-CharEmbeddings=GLoVe, Evaluation Protocol=relax, Averaging=micro2022.01 | 84.06 | 91.34 | 77.86 | |
| BiLSTM-CNN-CharEmbeddings=GLoVe, Evaluation Protocol=relax, Averaging=macro2022.01 | 83.41 | 90.33 | 78.51 | |
| BiLSTM-CNN-CharEmbeddings=GLoVe, Evaluation Protocol=strict, Averaging=micro2022.01 | 76.99 | 83.66 | 71.31 | |
| BiLSTM-CNN-CharEmbeddings=BERT, Evaluation Protocol=strict, Averaging=macro2022.01 | 76.73 | 78.5 | 75.23 | |
| BiLSTM-CNN-CharEmbeddings=BERT, Evaluation Protocol=strict, Averaging=micro2022.01 | 76.65 | 79.13 | 74.33 | |
| BiLSTM-CNN-CharEmbeddings=GLoVe, Evaluation Protocol=strict, Averaging=macro2022.01 | 76.01 | 81.43 | 72.17 | |
| Ge et al. (2020)Averaging=macro, Evaluation Protocol=strict2022.01 | 67.81 | — | — |