Sentiment Triplet Extraction on 14LAP
65.23F1 ScoreUniEX
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UniEXNumber of Parameters=372M, Backbone=RoBERTa-large2023.05 | 65.23 | — | — | — | |
| UIEBackbone=T5-v1.1-large, Pre-training=Large-scale structure-text data2022.03 | 63.88 | — | — | — | |
| SELBackbone=T5-v1.1-large, Pre-training=None2022.03 | 63.15 | — | — | — | |
| UIENumber of Parameters=770M, Backbone=T5-large2023.05 | 63.15 | — | — | — | |
| Zhang et al. (2021)Type=Comparable SOTA2022.03 | 60.78 | — | — | — | |
| BMRC2021.03 | 59.27 | 65.12 | 54.41 | — | |
| BMRC2021.03 | 57.83 | — | — | — | |
| GTS2021.03 | 54.58 | — | — | — | |
| IMN + IOG2021.03 | 47.68 | — | — | — | |
| RACL+R2021.03 | 46.39 | 41.99 | 51.84 | — | |
| ASTEstage two module=enabled2019.11 | 43.5 | 40.4 | 47.24 | — | |
| TSF2021.03 | 43.5 | 40.4 | 47.24 | — | |
| Li-unified-Raugmented with stage two module=true2019.11 | 42.47 | 42.25 | 42.78 | — | |
| Li-unified-R+2021.03 | 42.47 | 42.25 | 42.78 | — | |
| CMLAaugmented with stage two module=true2019.11 | 32.9 | 31.4 | 34.6 | — | |
| RINANTEaugmented with stage two module=true2019.11 | 20 | 23.1 | 17.6 | — | |
| RINANTE+2021.03 | 20 | 23.1 | 17.6 | — | |
| SSI + SEL (T5-v1.1-base)PLM=T5-v1.1-base2022.03 | — | — | — | 58.69 | |
| SSI + SEL (UIE-base)PLM=UIE-base2022.03 | — | — | — | 62.94 | |
| Xu et al.PLM=BERT-base2022.03 | — | — | — | 51.04 | |
| Xu et al.PLM=BERT-base2022.03 | — | — | — | 59.38 | |
| Yan et al.PLM=BART-base2022.03 | — | — | — | 58.69 | |
| Zhang et al.PLM=T5-base2022.03 | — | — | — | 60.78 |