Opinion Pair Extraction on 14lap 2014 (test)
65.67F1 ScoreGTS-BERT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GTS-BERTFramework Category=Our End-to-End GTS Models, Backbone=uncased BERT-BASE2020.10 | 65.67 | 66.41 | 64.95 | |
| PBF2021.03 | 63.8 | — | — | |
| GTS-CNNFramework Category=Our End-to-End GTS Models, Backbone=GloVe + fastText2020.10 | 60.97 | 68.33 | 55.04 | |
| GTS-BERT2021.03 | 60.2 | — | — | |
| RINANTE+C-GCNFramework Category=Pipeline: Co-extraction+Pair Relation Detection2020.10 | 58.76 | 67.38 | 52.1 | |
| GTS-BiLSTMFramework Category=Our End-to-End GTS Models, Backbone=GloVe + fastText2020.10 | 57.69 | 61.53 | 54.31 | |
| RINANTE+IOGFramework Category=Pipeline: AE+AOTE2020.10 | 57.1 | 61.76 | 53.11 | |
| DE-CNN+IOGFramework Category=Pipeline: AE+AOTE2020.10 | 55.35 | 59.59 | 51.68 | |
| CMLA+C-GCNFramework Category=Pipeline: Co-extraction+Pair Relation Detection2020.10 | 53.03 | 60.69 | 47.25 | |
| BiLSTM-ATT+IOGFramework Category=Pipeline: AE+AOTE2020.10 | 52.84 | 64.93 | 44.56 | |
| CMLA+Dis-BiLSTMFramework Category=Pipeline: Co-extraction+Pair Relation Detection2020.10 | 51.17 | 59.47 | 45.23 | |
| BiLSTM-ATT+DistanceFramework Category=Pipeline: AE+AOTE2020.10 | 33.34 | 38.85 | 29.2 | |
| BiLSTM-ATT+DependencyFramework Category=Pipeline: AE+AOTE2020.10 | 30.15 | 31.58 | 28.84 |