Named Entity Recognition on Finance (test)
87.25F1 ScoreBABERT-LE
Evaluation results
| Method | Links | |
|---|---|---|
| BABERT-LECategory=Supervised Lexicon Enhanced Model, External Knowledge=Yes2022.10 | 87.25 | |
| EEBERTCategory=Supervised Lexicon Enhanced Model, External Knowledge=Yes2022.10 | 87.05 | |
| BABERTCategory=Pre-Trained Language Model2022.10 | 86.89 | |
| BERT-LECategory=Supervised Lexicon Enhanced Model, External Knowledge=Yes, Reproduced=Yes2022.10 | 86.47 | |
| ERNIECategory=Pre-Trained Language Model2022.10 | 86.03 | |
| BERTCategory=Pre-Trained Language Model2022.10 | 85.31 | |
| ERNIE-GramCategory=Pre-Trained Language Model2022.10 | 85.31 | |
| NEZHACategory=Pre-Trained Language Model2022.10 | 85.15 | |
| ZENCategory=Pre-Trained Language Model2022.10 | 85.05 | |
| BERT-wwmCategory=Pre-Trained Language Model2022.10 | 84.97 | |
| VarMAEtraining_mode=fine-tuned, seeds=average of three2022.11 | 70.15 | |
| TAPTtraining_mode=fine-tuned, seeds=average of three2022.11 | 68.8 | |
| RoBERTatraining_mode=fine-tuned, seeds=average of three2022.11 | 67.77 | |
| DAPTtraining_mode=fine-tuned, seeds=average of three2022.11 | 65.9 |