Named Entity Recognition on Webpage KB-Matching (test)
74.07F1 ScoreRoBERTa-base
Evaluation results
| Method | Links | |
|---|---|---|
| RoBERTa-baseSupervision=Supervised2021.06 | 74.07 | |
| BOND + BA + CIRSupervision=Distant, backdoor adjustment=true, causal invariance regularizer=true2021.06 | 64.71 | |
| BOND + BASupervision=Distant, backdoor adjustment=true2021.06 | 64.65 | |
| BONDSupervision=Distant2021.06 | 61.28 | |
| RoBERTa-base + BASupervision=Distant, backdoor adjustment=true2021.06 | 59.28 | |
| RoBERTa-base + BA + CIRSupervision=Distant, backdoor adjustment=true, causal invariance regularizer=true2021.06 | 59.06 | |
| RoBERTa-baseSupervision=Distant2021.06 | 54.07 | |
| DictMatchSupervision=Distant2021.06 | 52.45 | |
| BiLSTM-CRFSupervision=Supervised2021.06 | 51.59 | |
| BiLSTM-CRFSupervision=Distant2021.06 | 13.9 |