Named Entity Recognition on Twitter KB-Matching (test)
50.47F1 ScoreRoBERTa-base
Evaluation results
| Method | Links | |
|---|---|---|
| RoBERTa-baseSupervision=Supervised2021.06 | 50.47 | |
| BOND + BA + CIRSupervision=Distant, backdoor adjustment=true, causal invariance regularizer=true2021.06 | 49.01 | |
| BOND + BASupervision=Distant, backdoor adjustment=true2021.06 | 48.45 | |
| BONDSupervision=Distant2021.06 | 47.72 | |
| RoBERTa-base + BA + CIRSupervision=Distant, backdoor adjustment=true, causal invariance regularizer=true2021.06 | 47.12 | |
| RoBERTa-base + BASupervision=Distant, backdoor adjustment=true2021.06 | 46.75 | |
| RoBERTa-baseSupervision=Distant2021.06 | 46.4 | |
| DictMatchSupervision=Distant2021.06 | 35.83 | |
| BiLSTM-CRFSupervision=Supervised2021.06 | 32.3 | |
| BiLSTM-CRFSupervision=Distant2021.06 | 30.25 |