Named Entity Recognition on EC
67.03F1 ScoreOur Proposed Variant
Evaluation results
| Method | Links | |
|---|---|---|
| Our Proposed VariantEncoder=BERT2021.08 | 67.03 | |
| Vanilla Negative SamplingEncoder=BERT2021.08 | 66.17 | |
| Our Proposed VariantEncoder=BiLSTM2021.08 | 65.81 | |
| Vanilla Negative SamplingEncoder=BiLSTM2021.08 | 64.68 | |
| Weighted Partial CRF2021.08 | 61.75 | |
| Positive-unlabeled (PU) Learning2021.08 | 61.22 | |
| Partial CRF2021.08 | 60.08 | |
| BERT-Biaffine ModelEncoder=BERT2021.08 | 55.99 | |
| BERT-MRCEncoder=BERT2021.08 | 55.72 |