Named Entity Recognition on Wikigold String-Matching (test)
45.55F1 ScoreBOND + BA + CIR
Evaluation results
| Method | Links | |
|---|---|---|
| BOND + BA + CIRSupervision=Distant, backdoor adjustment=true, causal invariance regularizer=true2021.06 | 45.55 | |
| RoBERTa-base + BA + CIRSupervision=Distant, backdoor adjustment=true, causal invariance regularizer=true2021.06 | 44.19 | |
| BOND + BASupervision=Distant, backdoor adjustment=true2021.06 | 42.53 | |
| RoBERTa-base + BASupervision=Distant, backdoor adjustment=true2021.06 | 42.23 | |
| BONDSupervision=Distant2021.06 | 42.17 | |
| RoBERTa-baseSupervision=Distant2021.06 | 37.94 | |
| BiLSTM-CRFSupervision=Distant2021.06 | 27.97 | |
| DictMatchSupervision=Distant2021.06 | 19.04 |