Opinion Pair Extraction on res 2015 (test)
67.53F1 ScoreGTS-BERT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GTS-BERTFramework Category=Our End-to-End GTS Models, Backbone=uncased BERT-BASE2020.10 | 67.53 | 66.4 | 68.71 | |
| GTS-BiLSTMFramework Category=Our End-to-End GTS Models, Backbone=GloVe + fastText2020.10 | 65.39 | 67.76 | 63.19 | |
| GTS-CNNFramework Category=Our End-to-End GTS Models, Backbone=GloVe + fastText2020.10 | 63.96 | 66.81 | 61.34 | |
| PBF2021.03 | 63.9 | — | — | |
| GTS-BERT2021.03 | 61.5 | — | — | |
| RINANTE+IOGFramework Category=Pipeline: AE+AOTE2020.10 | 59.16 | 63.24 | 55.57 | |
| DE-CNN+IOGFramework Category=Pipeline: AE+AOTE2020.10 | 58.04 | 56.18 | 60.08 | |
| BiLSTM-ATT+IOGFramework Category=Pipeline: AE+AOTE2020.10 | 57.73 | 59.14 | 56.38 | |
| CMLA+C-GCNFramework Category=Pipeline: Co-extraction+Pair Relation Detection2020.10 | 55.76 | 64.31 | 49.41 | |
| CMLA+Dis-BiLSTMFramework Category=Pipeline: Co-extraction+Pair Relation Detection2020.10 | 52.47 | 64.86 | 44.33 | |
| RINANTE+C-GCNFramework Category=Pipeline: Co-extraction+Pair Relation Detection2020.10 | 51.73 | 65.52 | 42.74 | |
| BiLSTM-ATT+DependencyFramework Category=Pipeline: AE+AOTE2020.10 | 48.94 | 58.26 | 42.19 | |
| BiLSTM-ATT+DistanceFramework Category=Pipeline: AE+AOTE2020.10 | 36.57 | 39.63 | 33.95 |