Opinion Pair Extraction on res 2014 (test)
87.04F1 ScoreMiniConGTS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MiniConGTS2024.06 | 87.04 | — | — | |
| Dual-MRC2024.06 | 86.22 | — | — | |
| Li-unified2024.06 | 85.26 | — | — | |
| GTS2024.06 | 85.04 | — | — | |
| RINANTE2024.06 | 83.33 | — | — | |
| CMLA2024.06 | 83.07 | — | — | |
| GTS-BERTFramework Category=Our End-to-End GTS Models, Backbone=uncased BERT-BASE2020.10 | 75.53 | 76.23 | 74.84 | |
| GTS-CNNFramework Category=Our End-to-End GTS Models, Backbone=GloVe + fastText2020.10 | 71.74 | 74.13 | 69.49 | |
| GTS-BiLSTMFramework Category=Our End-to-End GTS Models, Backbone=GloVe + fastText2020.10 | 69.13 | 71.32 | 67.07 | |
| DE-CNN+IOGFramework Category=Pipeline: AE+AOTE2020.10 | 68.55 | 67.7 | 69.41 | |
| RINANTE+IOGFramework Category=Pipeline: AE+AOTE2020.10 | 67.74 | 70.16 | 65.47 | |
| BiLSTM-ATT+IOGFramework Category=Pipeline: AE+AOTE2020.10 | 65.46 | 69.99 | 61.58 | |
| RINANTE+C-GCNFramework Category=Pipeline: Co-extraction+Pair Relation Detection2020.10 | 64.69 | 71.07 | 59.45 | |
| CMLA+C-GCNFramework Category=Pipeline: Co-extraction+Pair Relation Detection2020.10 | 63.17 | 72.22 | 56.35 | |
| CMLA+Dis-BiLSTMFramework Category=Pipeline: Co-extraction+Pair Relation Detection2020.10 | 62.24 | 77.21 | 52.14 | |
| BiLSTM-ATT+DependencyFramework Category=Pipeline: AE+AOTE2020.10 | 52.36 | 56.31 | 48.93 | |
| BiLSTM-ATT+DistanceFramework Category=Pipeline: AE+AOTE2020.10 | 42.9 | 47.09 | 39.4 |