Aspect extraction and sentiment classification on 14lap
67.27F1 ScoreBMRC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BMRC2021.03 | 67.27 | 72.73 | 62.59 | |
| Dual-MRCBackbone=BERT-Large-Uncased2021.01 | 65.94 | — | — | |
| RACL+R2021.03 | 64 | 59.75 | 68.9 | |
| RACL-BERTBackbone=BERT2021.01 | 63.4 | — | — | |
| Li-unified-RTraining setting=unified tag setting2019.11 | 63.38 | 66.28 | 60.71 | |
| Li-unified-R+2021.03 | 63.38 | 66.28 | 60.71 | |
| Our-TTraining setting=unified tag setting2019.11 | 62.34 | 64.14 | 60.63 | |
| Our (ASTE framework)Training setting=unified tag setting2019.11 | 62.34 | 63.15 | 61.55 | |
| TSF2021.03 | 62.34 | 63.15 | 61.55 | |
| Our-TGTraining setting=unified tag setting2019.11 | 62.26 | 64.35 | 60.29 | |
| Li-unifiedTraining setting=unified tag setting2019.11 | 61.86 | 68.01 | 56.72 | |
| IMN-BERTBackbone=BERT2021.01 | 61.73 | — | — | |
| SPAN-BERTBackbone=BERT2021.01 | 61.25 | — | — | |
| Our-BLSTMOPTTraining setting=unified tag setting2019.11 | 59.77 | 65.99 | 54.62 | |
| CMLATraining setting=unified tag setting2019.11 | 56.9 | 54.7 | 59.2 | |
| RINANTETraining setting=unified tag setting2019.11 | 36.7 | 41.2 | 33.2 | |
| RINANTE+2021.03 | 36.7 | 41.2 | 33.2 |