Opinion Pair Extraction on res 2016 (test)
74.62F1 ScoreGTS-BERT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GTS-BERTFramework Category=Our End-to-End GTS Models, Backbone=uncased BERT-BASE2020.10 | 74.62 | 71.7 | 77.79 | |
| GTS-CNNFramework Category=Our End-to-End GTS Models, Backbone=GloVe + fastText2020.10 | 71.42 | 70.48 | 72.39 | |
| PBF2021.03 | 70.8 | — | — | |
| GTS-BiLSTMFramework Category=Our End-to-End GTS Models, Backbone=GloVe + fastText2020.10 | 70.39 | 70.32 | 70.46 | |
| GTS-BERT2021.03 | 68.1 | — | — | |
| DE-CNN+IOGFramework Category=Pipeline: AE+AOTE2020.10 | 64.55 | 62.97 | 66.22 | |
| BiLSTM-ATT+IOGFramework Category=Pipeline: AE+AOTE2020.10 | 64.13 | 66.07 | 62.55 | |
| CMLA+C-GCNFramework Category=Pipeline: Co-extraction+Pair Relation Detection2020.10 | 62.7 | 66.61 | 59.23 | |
| CMLA+Dis-BiLSTMFramework Category=Pipeline: Co-extraction+Pair Relation Detection2020.10 | 57.33 | 66.29 | 50.82 | |
| BiLSTM-ATT+DependencyFramework Category=Pipeline: AE+AOTE2020.10 | 55.59 | 64.48 | 48.85 | |
| BiLSTM-ATT+DistanceFramework Category=Pipeline: AE+AOTE2020.10 | 41.53 | 43.6 | 39.65 |