Named Entity Recognition on Wikigold KB-Matching (test)
84.02F1 ScoreRoBERTa-base
Evaluation results
| Method | Links | |
|---|---|---|
| RoBERTa-baseSupervision=Supervised2021.06 | 84.02 | |
| BOND + BA + CIRSupervision=Distant, backdoor adjustment=true, causal invariance regularizer=true2021.06 | 61.48 | |
| BOND + BASupervision=Distant, backdoor adjustment=true2021.06 | 60.81 | |
| BONDSupervision=Distant2021.06 | 60.23 | |
| BiLSTM-CRFSupervision=Supervised2021.06 | 57.01 | |
| RoBERTa-base + BA + CIRSupervision=Distant, backdoor adjustment=true, causal invariance regularizer=true2021.06 | 55.6 | |
| RoBERTa-base + BASupervision=Distant, backdoor adjustment=true2021.06 | 53.56 | |
| RoBERTa-baseSupervision=Distant2021.06 | 52.83 | |
| DictMatchSupervision=Distant2021.06 | 47.76 | |
| BiLSTM-CRFSupervision=Distant2021.06 | 37.46 |