Named Entity Recognition on Webpage String-Matching (test)
66.67F1 ScoreBOND + BA
Evaluation results
| Method | Links | |
|---|---|---|
| BOND + BASupervision=Distant, backdoor adjustment=true2021.06 | 66.67 | |
| BOND + BA + CIRSupervision=Distant, backdoor adjustment=true, causal invariance regularizer=true2021.06 | 66.67 | |
| BONDSupervision=Distant2021.06 | 66.23 | |
| RoBERTa-base + BASupervision=Distant, backdoor adjustment=true2021.06 | 58.71 | |
| RoBERTa-base + BA + CIRSupervision=Distant, backdoor adjustment=true, causal invariance regularizer=true2021.06 | 58.04 | |
| RoBERTa-baseSupervision=Distant2021.06 | 57.14 | |
| BiLSTM-CRFSupervision=Distant2021.06 | 24.67 | |
| DictMatchSupervision=Distant2021.06 | 2.56 |