Opinion Extraction on Laptop (test)
79.44F1 ScoreRNCRF
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RNCRFHand-crafted features=Yes2016.03 | 79.44 | — | — | |
| LSTMHand-crafted features=Yes2016.03 | 77.67 | — | — | |
| RNCRFHand-crafted features=No2016.03 | 76.76 | — | — | |
| Our-TG2019.11 | 76.03 | 76.87 | 75.31 | |
| Li-unified-R2019.11 | 75.7 | 76.62 | 74.9 | |
| Our-T2019.11 | 75.21 | 76.69 | 73.88 | |
| LSTMHand-crafted features=No2016.03 | 74.98 | — | — | |
| Our2019.11 | 74.84 | 78.22 | 71.84 | |
| Our-BLSTM-OPT2019.11 | 73.19 | 78.06 | 68.98 | |
| CRF-1Dependency information=None2016.03 | 71.78 | — | — | |
| IOG2019.11 | 71.35 | 73.24 | 69.63 | |
| CRF-2Dependency information=Explicit2016.03 | 70.05 | — | — | |
| RINANTE2019.11 | 69.6 | 78.2 | 62.7 | |
| CMLA2019.11 | 57.7 | 51.8 | 65.3 | |
| Distance rule2019.11 | 40.42 | 50.13 | 33.86 | |
| Dependency rule2019.11 | 37.14 | 45.09 | 31.57 |